Dataset Viewer
Auto-converted to Parquet Duplicate
id
stringlengths
17
17
task_id
stringlengths
11
13
entry_point
stringlengths
1
30
prompt
stringlengths
130
1.36k
solution
stringlengths
48
13.2k
passes
bool
2 classes
model
stringclasses
31 values
version
stringclasses
1 value
evaluator
stringclasses
1 value
code-verifier/000
HumanEval/32
find_zero
import math def poly(xs: list, x: float): """ Evaluates polynomial with coefficients xs at point x. return xs[0] + xs[1] * x + xs[1] * x^2 + .... xs[n] * x^n """ return sum([coeff * math.pow(x, i) for i, coeff in enumerate(xs)]) def find_zero(xs: list): """ xs are coefficients of a polynomia...
import math def poly(xs: list, x: float): """ Evaluates polynomial with coefficients xs at point x. return xs[0] + xs[1] * x + xs[1] * x^2 + .... xs[n] * x^n """ return sum([coeff * math.pow(x, i) for i, coeff in enumerate(xs)]) def find_zero(xs: list): """ xs are coefficients of a polynomia...
false
gemma4-e2b
v1
evalplus==0.3.1 base+plus, fast_check
code-verifier/001
HumanEval/108
count_nums
def count_nums(arr): """ Write a function count_nums which takes an array of integers and returns the number of elements which has a sum of digits > 0. If a number is negative, then its first signed digit will be negative: e.g. -123 has signed digits -1, 2, and 3. >>> count_nums([]) == 0 >>...
def count_nums(arr): """ Write a function count_nums which takes an array of integers and returns the number of elements which has a sum of digits > 0. If a number is negative, then its first signed digit will be negative: e.g. -123 has signed digits -1, 2, and 3. >>> count_nums([]) == 0 >>>...
true
minicpm5-2b-q8-bench-rp115
v1
evalplus==0.3.1 base+plus, fast_check
code-verifier/002
HumanEval/144
simplify
def simplify(x, n): """Your task is to implement a function that will simplify the expression x * n. The function returns True if x * n evaluates to a whole number and False otherwise. Both x and n, are string representation of a fraction, and have the following format, <numerator>/<denominator> where ...
def simplify(x, n): def to_float(frac): num, den = map(int, frac.split('/')) return num / den x_val = to_float(x) n_val = to_float(n) product = x_val * n_val return abs(product - round(product)) < 1e-10
false
granite4.2-3b
v1
evalplus==0.3.1 base+plus, fast_check
code-verifier/003
HumanEval/103
rounded_avg
def rounded_avg(n, m): """You are given two positive integers n and m, and your task is to compute the average of the integers from n through m (including n and m). Round the answer to the nearest integer and convert that to binary. If n is greater than m, return -1. Example: rounded_avg(1, 5)...
def rounded_avg(n,m): """You are given two positive integers n and m, ...""" if n > m: return -1 total = sum(range(n, m+1)) avg_rounded = round(total / (m-n + 1)) # Convert to binary string with '0b' prefix. return bin(avg_rounded)
true
minicpm5-2b-q4-bench-rp
v1
evalplus==0.3.1 base+plus, fast_check
code-verifier/004
HumanEval/41
car_race_collision
def car_race_collision(n: int): """ Imagine a road that's a perfectly straight infinitely long line. n cars are driving left to right; simultaneously, a different set of n cars are driving right to left. The two sets of cars start out being very far from each other. All cars move in the same s...
def car_race_collision(n: int): return n * (n - 1) // 2
false
granite4.2-3b
v1
evalplus==0.3.1 base+plus, fast_check
code-verifier/005
HumanEval/93
encode
def encode(message): """ Write a function that takes a message, and encodes in such a way that it swaps case of all letters, replaces all vowels in the message with the letter that appears 2 places ahead of that vowel in the english alphabet. Assume only letters. Examples: >>>...
def encode(message): vowels = 'aeiouAEIOU' result = [] for char in message: if char in vowels: char = chr(ord(char) + 2) if char.isalpha(): char = char.swapcase() result.append(char) return ''.join(result)
true
qwen3.8-27b-q4-low
v1
evalplus==0.3.1 base+plus, fast_check
code-verifier/006
HumanEval/32
find_zero
import math def poly(xs: list, x: float): """ Evaluates polynomial with coefficients xs at point x. return xs[0] + xs[1] * x + xs[1] * x^2 + .... xs[n] * x^n """ return sum([coeff * math.pow(x, i) for i, coeff in enumerate(xs)]) def find_zero(xs: list): """ xs are coefficients of a polynomia...
import math def find_zero(xs: list): lo = -1.0 hi = 1.0 for _ in range(200): if poly(xs, lo) == 0: return lo if poly(xs, hi) == 0: return hi if poly(xs, lo) * poly(xs, hi) < 0: break lo *= 2 hi *= 2 for _ in range(200): ...
false
muse-glimmer-30b
v1
evalplus==0.3.1 base+plus, fast_check
code-verifier/007
HumanEval/110
exchange
def exchange(lst1, lst2): """In this problem, you will implement a function that takes two lists of numbers, and determines whether it is possible to perform an exchange of elements between them to make lst1 a list of only even numbers. There is no limit on the number of exchanged elements between lst1...
def exchange(lst1, lst2): even_cnt = sum(1 for x in lst1 if x % 2 == 0) + sum(1 for x in lst2 if x % 2 == 0) return "YES" if even_cnt >= len(lst1) else "NO"
true
lfm2.5-8b-a1b-control
v1
evalplus==0.3.1 base+plus, fast_check
code-verifier/008
HumanEval/103
rounded_avg
def rounded_avg(n, m): """You are given two positive integers n and m, and your task is to compute the average of the integers from n through m (including n and m). Round the answer to the nearest integer and convert that to binary. If n is greater than m, return -1. Example: rounded_avg(1, 5)...
def rounded_avg(n, m): if n > m: return -1 total = (n + m) * (m - n + 1) // 2 avg = total / (m - n + 1) rounded = int(avg + 0.5) binary = bin(rounded)[2:] return "0b" + binary
false
lfm2.5-2.6b
v1
evalplus==0.3.1 base+plus, fast_check
code-verifier/009
HumanEval/141
file_name_check
def file_name_check(file_name): """Create a function which takes a string representing a file's name, and returns 'Yes' if the the file's name is valid, and returns 'No' otherwise. A file's name is considered to be valid if and only if all the following conditions are met: - There should not be mo...
def file_name_check(file_name): digit_count = sum(1 for ch in file_name if ch.isdigit()) if digit_count > 3: return 'No' if file_name.count('.') != 1: return 'No' name, ext = file_name.split('.') if not name or not name[0].isalpha(): return 'No' if ext not in ('txt', 'exe...
true
lfm2.5-8b-a1b-control
v1
evalplus==0.3.1 base+plus, fast_check
code-verifier/010
HumanEval/64
vowels_count
FIX = """ Add more test cases. """ def vowels_count(s): """Write a function vowels_count which takes a string representing a word as input and returns the number of vowels in the string. Vowels in this case are 'a', 'e', 'i', 'o', 'u'. Here, 'y' is also a vowel, but only when it is at the end of the g...
def vowels_count(s): count = 0 for ch in s.lower(): if ch in 'aeiou': count += 1 elif ch == 'y' and s.endswith('y'): count += 1 return count
false
lfm2.5-8b-a1b-control
v1
evalplus==0.3.1 base+plus, fast_check
code-verifier/011
HumanEval/156
int_to_mini_roman
def int_to_mini_roman(number): """ Given a positive integer, obtain its roman numeral equivalent as a string, and return it in lowercase. Restrictions: 1 <= num <= 1000 Examples: >>> int_to_mini_roman(19) == 'xix' >>> int_to_mini_roman(152) == 'clii' >>> int_to_mini_roman(426) == 'cdxx...
def int_to_mini_roman(number): val = [ (1000, 'm'), (900, 'cm'), (500, 'd'), (400, 'cd'), (100, 'c'), (90, 'xc'), (50, 'l'), (40, 'xl'), (10, 'x'), (9, 'ix'), (5, 'v'), (4, 'iv'), (1, 'i') ] roman = [] for digit, symbol in val: while number >= digit: roman.app...
true
lfm2.5-8b-a1b-control
v1
evalplus==0.3.1 base+plus, fast_check
code-verifier/012
HumanEval/102
choose_num
def choose_num(x, y): """This function takes two positive numbers x and y and returns the biggest even integer number that is in the range [x, y] inclusive. If there's no such number, then the function should return -1. For example: choose_num(12, 15) = 14 choose_num(13, 12) = -1 """
def choose_num(x, y): if x > y: return -1 # Ensure we work with integers and correct order start = max(x, 0) end = min(y, 2 * 10**9) # large enough, but adjust as needed if start > end: return -1 # Find the largest even integer in [x, y] if x % 2 == 0: candidate = x ...
false
granite4.2-3b
v1
evalplus==0.3.1 base+plus, fast_check
code-verifier/013
HumanEval/160
do_algebra
def do_algebra(operator, operand): """ Given two lists operator, and operand. The first list has basic algebra operations, and the second list is a list of integers. Use the two given lists to build the algebric expression and return the evaluation of this expression. The basic algebra operation...
def do_algebra(operator, operand): expr_tokens = [str(operand[0])] nxt_idx = 1 for op in operator: expr_tokens.append(str(op)) expr_tokens.append(str(operand[nxt_idx])) nxt_idx += 1 return eval(' '.join(expr_tokens), {}, {})
true
minicpm5-2b-q8-bench-rp120
v1
evalplus==0.3.1 base+plus, fast_check
code-verifier/014
HumanEval/65
circular_shift
def circular_shift(x, shift): """Circular shift the digits of the integer x, shift the digits right by shift and return the result as a string. If shift > number of digits, return digits reversed. >>> circular_shift(12, 1) "21" >>> circular_shift(12, 2) "12" """
def circular_shift(x, shift): """Circular shift the digits of the integer x, shift the digits right by shift and return the result as a string. If shift > number of digits, return digits reversed. >>> circular_shift(12, 1) "21" >>> circular_shift(12, 2) "12" """ s = str(x) n = l...
false
gemma4-e4b
v1
evalplus==0.3.1 base+plus, fast_check
code-verifier/015
HumanEval/128
prod_signs
def prod_signs(arr): """ You are given an array arr of integers and you need to return sum of magnitudes of integers multiplied by product of all signs of each number in the array, represented by 1, -1 or 0. Note: return None for empty arr. Example: >>> prod_signs([1, 2, 2, -4]) == -9 ...
def prod_signs(arr): if not arr: return None signs = [1 if x > 0 else -1 if x < 0 else 0 for x in arr] product_of_signs = 1 for s in signs: if s == 0: return 0 product_of_signs *= s magnitude_sum = sum(abs(x) for x in arr) return magnitude_sum * product_of_sig...
true
granite4.2-3b
v1
evalplus==0.3.1 base+plus, fast_check
code-verifier/016
HumanEval/88
sort_array
def sort_array(array): """ Given an array of non-negative integers, return a copy of the given array after sorting, you will sort the given array in ascending order if the sum( first index value, last index value) is odd, or sort it in descending order if the sum( first index value, last index value) i...
def sort_array(array): """ Given an array of non-negative integers, return a copy of the given array after sorting, you will sort the given array in ascending order if the sum( first index value, last index value) is odd, or sort it in descending order if the sum( first index value, last index value) i...
false
gemma4-e2b
v1
evalplus==0.3.1 base+plus, fast_check
code-verifier/017
HumanEval/120
maximum
def maximum(arr, k): """ Given an array arr of integers and a positive integer k, return a sorted list of length k with the maximum k numbers in arr. Example 1: Input: arr = [-3, -4, 5], k = 3 Output: [-4, -3, 5] Example 2: Input: arr = [4, -4, 4], k = 2 Output:...
def maximum(arr, k): return sorted(sorted(arr, reverse=True)[:k])
true
lfm2.5-2.6b
v1
evalplus==0.3.1 base+plus, fast_check
code-verifier/018
HumanEval/110
exchange
def exchange(lst1, lst2): """In this problem, you will implement a function that takes two lists of numbers, and determines whether it is possible to perform an exchange of elements between them to make lst1 a list of only even numbers. There is no limit on the number of exchanged elements between lst1...
def exchange(lst1, lst2): """In this problem, you will implement a function that takes two lists of numbers, and determines whether it is possible to perform an exchange of elements between them to make lst1 a list of only even numbers. There is no limit on the number of exchanged elements between lst1...
false
gemma4-e2b
v1
evalplus==0.3.1 base+plus, fast_check
code-verifier/019
HumanEval/89
encrypt
def encrypt(s): """Create a function encrypt that takes a string as an argument and returns a string encrypted with the alphabet being rotated. The alphabet should be rotated in a manner such that the letters shift down by two multiplied to two places. For example: encrypt('hi') returns 'lm' ...
def encrypt(s): result = "" for char in s: if 'a' <= char <= 'z': shifted_char = chr((ord(char) - ord('a') + 4) % 26 + ord('a')) result += shifted_char elif 'A' <= char <= 'Z': shifted_char = chr((ord(char) - ord('A') + 4) % 26 + ord('A')) result +...
true
gemma4-e4b
v1
evalplus==0.3.1 base+plus, fast_check
code-verifier/020
HumanEval/1
separate_paren_groups
from typing import List def separate_paren_groups(paren_string: str) -> List[str]: """ Input to this function is a string containing multiple groups of nested parentheses. Your goal is to separate those group into separate strings and return the list of those. Separate groups are balanced (each open brace...
from typing import List def separate_paren_groups(paren_string: str) -> List[str]: s = paren_string.replace(' ', '') result = [] stack = [] current = [] for ch in s: if ch == '(': stack.append(ch) current.append(ch) elif ch == ')': start_idx = len...
false
lfm2.5-8b-a1b-dspark
v1
evalplus==0.3.1 base+plus, fast_check
code-verifier/021
HumanEval/36
fizz_buzz
def fizz_buzz(n: int): """Return the number of times the digit 7 appears in integers less than n which are divisible by 11 or 13. >>> fizz_buzz(50) 0 >>> fizz_buzz(78) 2 >>> fizz_buzz(79) 3 """
def fizz_buzz(n: int): count = 0 for i in range(1, n): if i % 11 == 0 or i % 13 == 0: count += str(i).count('7') return count
true
lfm2.5-8b-a1b-control
v1
evalplus==0.3.1 base+plus, fast_check
code-verifier/022
HumanEval/122
add_elements
def add_elements(arr, k): """ Given a non-empty array of integers arr and an integer k, return the sum of the elements with at most two digits from the first k elements of arr. Example: Input: arr = [111,21,3,4000,5,6,7,8,9], k = 4 Output: 24 # sum of 21 + 3 Constraints: ...
def add_elements(arr, k): """ Given a non-empty array of integers arr and an integer k, return the sum of the elements with at most two digits from the first k elements of arr. Example: Input: arr = [111,21,3,4000,5,6,7,8,9], k = 4 Output: 24 # sum of 21 + 3 Constraints: ...
false
gemma4-e2b
v1
evalplus==0.3.1 base+plus, fast_check
code-verifier/023
HumanEval/26
remove_duplicates
from typing import List def remove_duplicates(numbers: List[int]) -> List[int]: """ From a list of integers, remove all elements that occur more than once. Keep order of elements left the same as in the input. >>> remove_duplicates([1, 2, 3, 2, 4]) [1, 3, 4] """
from typing import List def remove_duplicates(numbers: List[int]) -> List[int]: """ From a list of integers, remove all elements that occur more than once. Keep order of elements left the same as in the input. >>> remove_duplicates([1, 2, 3, 2, 4]) [1, 3, 4] """ counts = {} for n in number...
true
bonsai2-27b-pq2-np4
v1
evalplus==0.3.1 base+plus, fast_check
code-verifier/024
HumanEval/75
is_multiply_prime
def is_multiply_prime(a): """Write a function that returns true if the given number is the multiplication of 3 prime numbers and false otherwise. Knowing that (a) is less then 100. Example: is_multiply_prime(30) == True 30 = 2 * 3 * 5 """
def is_multiply_prime(a): """Write a function that returns true if the given number is the multiplication of 3 prime numbers and false otherwise. Knowing that (a) is less then 100. Example: is_multiply_prime(30) == True 30 = 2 * 3 * 5 """ if a < 6: return False for i in ran...
false
gemma4-e2b
v1
evalplus==0.3.1 base+plus, fast_check
code-verifier/025
HumanEval/26
remove_duplicates
from typing import List def remove_duplicates(numbers: List[int]) -> List[int]: """ From a list of integers, remove all elements that occur more than once. Keep order of elements left the same as in the input. >>> remove_duplicates([1, 2, 3, 2, 4]) [1, 3, 4] """
from typing import List def remove_duplicates(numbers): count = {} for num in numbers: count[num] = count.get(num, 0) + 1 return [num for num in numbers if count[num] == 1]
true
minicpm5-2b-q4-bench-rp
v1
evalplus==0.3.1 base+plus, fast_check
code-verifier/026
HumanEval/97
multiply
def multiply(a, b): """Complete the function that takes two integers and returns the product of their unit digits. Assume the input is always valid. Examples: multiply(148, 412) should return 16. multiply(19, 28) should return 72. multiply(2020, 1851) should return 0. multiply(14,-15) ...
def multiply(a, b): """Complete the function that takes two integers and returns the product of their unit digits. Assume the input is always valid. Examples: multiply(148, 412) should return 16. multiply(19, 28) should return 72. multiply(2020, 1851) should return 0. multiply(14,-15) ...
false
ornith-35b
v1
evalplus==0.3.1 base+plus, fast_check
code-verifier/027
HumanEval/8
sum_product
from typing import List, Tuple def sum_product(numbers: List[int]) -> Tuple[int, int]: """ For a given list of integers, return a tuple consisting of a sum and a product of all the integers in a list. Empty sum should be equal to 0 and empty product should be equal to 1. >>> sum_product([]) (0, 1) ...
from typing import List, Tuple def sum_product(numbers: List[int]) -> Tuple[int, int]: """ For a given list of integers, return a tuple consisting of a sum and a product of all the integers in a list. Empty sum should be equal to 0 and empty product should be equal to 1. >>> sum_product([]) (0, 1) ...
true
gemma4-e2b
v1
evalplus==0.3.1 base+plus, fast_check
code-verifier/028
HumanEval/75
is_multiply_prime
def is_multiply_prime(a): """Write a function that returns true if the given number is the multiplication of 3 prime numbers and false otherwise. Knowing that (a) is less then 100. Example: is_multiply_prime(30) == True 30 = 2 * 3 * 5 """
def is_multiply_prime(a): """Write a function that returns true if the given number is the multiplication of 3 prime numbers and false otherwise. Knowing that (a) is less then 100. Example: is_multiply_prime(30) == True 30 = 2 * 3 * 5 """ # generate primes up to 100 primes = [] ...
false
minicpm5-2b-q4-bench
v1
evalplus==0.3.1 base+plus, fast_check
code-verifier/029
HumanEval/101
words_string
def words_string(s): """ You will be given a string of words separated by commas or spaces. Your task is to split the string into words and return an array of the words. For example: words_string("Hi, my name is John") == ["Hi", "my", "name", "is", "John"] words_string("One, two, three, fo...
def words_string(s): return [w for w in s.replace(',', ' ').split() if w]
true
lfm2.5-8b-a1b-control
v1
evalplus==0.3.1 base+plus, fast_check
code-verifier/030
HumanEval/121
solution
def solution(lst): """Given a non-empty list of integers, return the sum of all of the odd elements that are in even positions. Examples solution([5, 8, 7, 1]) ==> 12 solution([3, 3, 3, 3, 3]) ==> 9 solution([30, 13, 24, 321]) ==>0 """
def solution(lst): """Given a non-empty list of integers, return the sum of all of the odd elements that are in even positions. Examples solution([5, 8, 7, 1]) ==> 12 solution([3, 3, 3, 3, 3]) ==> 9 solution([30, 13, 24, 321]) ==>0 """ total_sum = 0 for i in range(len(lst)): ...
false
gemma4-e2b
v1
evalplus==0.3.1 base+plus, fast_check
code-verifier/031
HumanEval/77
iscube
def iscube(a): ''' Write a function that takes an integer a and returns True if this ingeger is a cube of some integer number. Note: you may assume the input is always valid. Examples: iscube(1) ==> True iscube(2) ==> False iscube(-1) ==> True iscube(64) ==> True iscube(0) ==> ...
def iscube(a): if a >= 0: x = int(round(a ** (1/3))) else: x = -int(round((-a) ** (1/3))) return x * x * x == a
true
lfm2.5-8b-a1b-control
v1
evalplus==0.3.1 base+plus, fast_check
code-verifier/032
HumanEval/22
filter_integers
from typing import List, Any def filter_integers(values: List[Any]) -> List[int]: """ Filter given list of any python values only for integers >>> filter_integers(['a', 3.14, 5]) [5] >>> filter_integers([1, 2, 3, 'abc', {}, []]) [1, 2, 3] """
from typing import List, Any def filter_integers(values: List[Any]) -> List[int]: """ Filter given list of any python values only for integers >>> filter_integers(['a', 3.14, 5]) [5] >>> filter_integers([1, 2, 3, 'abc', {}, []]) [1, 2, 3] """ return [x for x in values if isinstance(x, int)...
false
gemma4-e4b
v1
evalplus==0.3.1 base+plus, fast_check
code-verifier/033
HumanEval/134
check_if_last_char_is_a_letter
def check_if_last_char_is_a_letter(txt): ''' Create a function that returns True if the last character of a given string is an alphabetical character and is not a part of a word, and False otherwise. Note: "word" is a group of characters separated by space. Examples: check_if_last_char_is_...
def check_if_last_char_is_a_letter(txt): if not txt: return False if not txt[-1].isalpha(): return False if len(txt) == 1: return True return txt[-2] == ' '
true
qwen3.8-27b
v1
evalplus==0.3.1 base+plus, fast_check
code-verifier/034
HumanEval/140
fix_spaces
def fix_spaces(text): """ Given a string text, replace all spaces in it with underscores, and if a string has more than 2 consecutive spaces, then replace all consecutive spaces with - fix_spaces("Example") == "Example" fix_spaces("Example 1") == "Example_1" fix_spaces(" Example 2")...
def fix_spaces(text): # Replace multiple consecutive spaces with a single hyphen import re text = re.sub(r'\s+', '-', text) # Replace single spaces with underscores text = text.replace(' ', '_') return text
false
granite4.2-3b
v1
evalplus==0.3.1 base+plus, fast_check
code-verifier/035
HumanEval/22
filter_integers
from typing import List, Any def filter_integers(values: List[Any]) -> List[int]: """ Filter given list of any python values only for integers >>> filter_integers(['a', 3.14, 5]) [5] >>> filter_integers([1, 2, 3, 'abc', {}, []]) [1, 2, 3] """
from typing import List, Any def filter_integers(values: List[Any]) -> List[int]: return [item for item in values if isinstance(item, int) and not isinstance(item, bool)]
true
lfm2.5-8b-a1b-control
v1
evalplus==0.3.1 base+plus, fast_check
code-verifier/036
HumanEval/121
solution
def solution(lst): """Given a non-empty list of integers, return the sum of all of the odd elements that are in even positions. Examples solution([5, 8, 7, 1]) ==> 12 solution([3, 3, 3, 3, 3]) ==> 9 solution([30, 13, 24, 321]) ==>0 """
def solution(lst): """Given a non-empty list of integers, return the sum of all of the odd elements that are in even positions. Examples solution([5, 8, 7, 1]) ==> 12 solution([3, 3, 3, 3, 3]) ==> 9 solution([30, 13, 24, 321]) ==>0 """ total = 0 for i in range(len(lst)): #...
false
gemma4-e4b
v1
evalplus==0.3.1 base+plus, fast_check
code-verifier/037
HumanEval/1
separate_paren_groups
from typing import List def separate_paren_groups(paren_string: str) -> List[str]: """ Input to this function is a string containing multiple groups of nested parentheses. Your goal is to separate those group into separate strings and return the list of those. Separate groups are balanced (each open brace...
from typing import List def separate_paren_groups(paren_string: str) -> List[str]: s = paren_string.replace(' ', '') result = [] start = None balance = 0 for i, ch in enumerate(s): if ch == '(': if balance == 0: start = i balance += 1 else: ...
true
lfm2.5-8b-a1b-control
v1
evalplus==0.3.1 base+plus, fast_check
code-verifier/038
HumanEval/37
sort_even
def sort_even(l: list): """This function takes a list l and returns a list l' such that l' is identical to l in the odd indicies, while its values at the even indicies are equal to the values of the even indicies of l, but sorted. >>> sort_even([1, 2, 3]) [1, 2, 3] >>> sort_even([5, 6, 3, 4]) ...
def sort_even(l: list): evens = sorted([x for x in l if x % 2 == 0]) odds = [x for i, x in enumerate(l) if i % 2 != 0] return [odds[i] if i % 2 != 0 else evens.pop(0) for i in range(len(l))]
false
lfm2.5-2.6b
v1
evalplus==0.3.1 base+plus, fast_check
code-verifier/039
HumanEval/38
decode_cyclic
def encode_cyclic(s: str): """ returns encoded string by cycling groups of three characters. """ # split string to groups. Each of length 3. groups = [s[(3 * i):min((3 * i + 3), len(s))] for i in range((len(s) + 2) // 3)] # cycle elements in each group. Unless group has fewer elements than 3. ...
def encode_cyclic(s: str): """ returns encoded string by cycling groups of three characters. """ # split string to groups. Each of length 3. groups = [s[(3 * i):min((3 * i + 3), len(s))] for i in range((len(s) + 2) // 3)] # cycle elements in each group. Unless group has fewer elements than 3. ...
true
lfm2.5-8b-a1b-control
v1
evalplus==0.3.1 base+plus, fast_check
code-verifier/040
HumanEval/85
add
def add(lst): """Given a non-empty list of integers lst. add the even elements that are at odd indices.. Examples: add([4, 2, 6, 7]) ==> 2 """
def add(lst): """Given a non-empty list of integers lst. add the even elements that are at odd indices.. Examples: add([4, 2, 6, 7]) ==> 2 """ result = [] for i in range(len(lst)): if i % 2 != 0: if lst[i] % 2 == 0: result.append(lst[i]) return res...
false
gemma4-e2b
v1
evalplus==0.3.1 base+plus, fast_check
code-verifier/041
HumanEval/66
digitSum
def digitSum(s): """Task Write a function that takes a string as input and returns the sum of the upper characters only' ASCII codes. Examples: digitSum("") => 0 digitSum("abAB") => 131 digitSum("abcCd") => 67 digitSum("helloE") => 69 digitSum("woArBld") => 131 ...
def digitSum(s): return sum(ord(c) for c in s if c.isupper())
true
lfm2.5-2.6b
v1
evalplus==0.3.1 base+plus, fast_check
code-verifier/042
HumanEval/113
odd_count
def odd_count(lst): """Given a list of strings, where each string consists of only digits, return a list. Each element i of the output should be "the number of odd elements in the string i of the input." where all the i's should be replaced by the number of odd digits in the i'th string of the input. ...
def odd_count(lst): return [f"the number of odd elements {sum(1 for c in s if c in '13579')} in the string {s} of the input." for s in lst]
false
lfm2.5-8b-a1b-control
v1
evalplus==0.3.1 base+plus, fast_check
code-verifier/043
HumanEval/19
sort_numbers
from typing import List def sort_numbers(numbers: str) -> str: """ Input is a space-delimited string of numberals from 'zero' to 'nine'. Valid choices are 'zero', 'one', 'two', 'three', 'four', 'five', 'six', 'seven', 'eight' and 'nine'. Return the string with numbers sorted from smallest to largest >...
from typing import List def sort_numbers(numbers: str) -> str: word_to_num = {'zero':0,'one':1,'two':2,'three':3,'four':4,'five':5,'six':6,'seven':7,'eight':8,'nine':9} numbers_list = numbers.split() sorted_numbers = sorted(numbers_list, key=lambda w: word_to_num[w]) return ' '.join(sorted_numbers)
true
lfm2.5-8b-a1b-control
v1
evalplus==0.3.1 base+plus, fast_check
code-verifier/044
HumanEval/130
tri
def tri(n): """Everyone knows Fibonacci sequence, it was studied deeply by mathematicians in the last couple centuries. However, what people don't know is Tribonacci sequence. Tribonacci sequence is defined by the recurrence: tri(1) = 3 tri(n) = 1 + n / 2, if n is even. tri(n) = tri(n - 1) + ...
def tri(n): """Everyone knows Fibonacci sequence, it was studied deeply by mathematicians in the last couple centuries. However, what people don't know is Tribonacci sequence. Tribonacci sequence is defined by the recurrence: tri(1) = 3 tri(n) = 1 + n / 2, if n is even. tri(n) = tri(n - 1) + ...
false
gemma4-e2b
v1
evalplus==0.3.1 base+plus, fast_check
code-verifier/045
HumanEval/0
has_close_elements
from typing import List def has_close_elements(numbers: List[float], threshold: float) -> bool: """ Check if in given list of numbers, are any two numbers closer to each other than given threshold. >>> has_close_elements([1.0, 2.0, 3.0], 0.5) False >>> has_close_elements([1.0, 2.8, 3.0, 4.0, 5.0, ...
from typing import List def has_close_elements(numbers: List[float], threshold: float) -> bool: """ Check if in given list of numbers, are any two numbers closer to each other than given threshold. >>> has_close_elements([1.0, 2.0, 3.0], 0.5) False >>> has_close_elements([1.0, 2.8, 3.0, 4.0, 5.0, ...
true
spark-x2.5-4b-bench-rp115
v1
evalplus==0.3.1 base+plus, fast_check
code-verifier/046
HumanEval/131
digits
def digits(n): """Given a positive integer n, return the product of the odd digits. Return 0 if all digits are even. For example: digits(1) == 1 digits(4) == 0 digits(235) == 15 """
def digits(n): product = 1 for d in str(n): digit = int(d) if digit % 2 == 1: product *= digit return product if product != 1 else 0
false
granite4.2-3b
v1
evalplus==0.3.1 base+plus, fast_check
code-verifier/047
HumanEval/100
make_a_pile
def make_a_pile(n): """ Given a positive integer n, you have to make a pile of n levels of stones. The first level has n stones. The number of stones in the next level is: - the next odd number if n is odd. - the next even number if n is even. Return the number of stones in each lev...
def make_a_pile(n): result = [] current = n while len(result) < n: result.append(current) if n % 2 == 1: current += 2 else: current += 2 if current % 2 == 0 else 1 return result
true
granite4.2-3b
v1
evalplus==0.3.1 base+plus, fast_check
code-verifier/048
HumanEval/63
fibfib
def fibfib(n: int): """The FibFib number sequence is a sequence similar to the Fibbonacci sequnece that's defined as follows: fibfib(0) == 0 fibfib(1) == 0 fibfib(2) == 1 fibfib(n) == fibfib(n-1) + fibfib(n-2) + fibfib(n-3). Please write a function to efficiently compute the n-th element of th...
def fibfib(n: int): """The FibFib number sequence is a sequence similar to the Fibbonacci sequnece that's defined as follows: fibfib(0) == 0 fibfib(1) == 0 fibfib(2) == 1 fibfib(n) == fibfib(n-1) + fibfib(n-2) + fibfib(n-3). Please write a function to efficiently compute the n-th element of th...
false
minicpm5-2b-q8-bench-rp110
v1
evalplus==0.3.1 base+plus, fast_check
code-verifier/049
HumanEval/10
make_palindrome
def is_palindrome(string: str) -> bool: """ Test if given string is a palindrome """ return string == string[::-1] def make_palindrome(string: str) -> str: """ Find the shortest palindrome that begins with a supplied string. Algorithm idea is simple: - Find the longest postfix of supplied string...
def make_palindrome(string: str) -> str: n = len(string) for i in range(n, 0, -1): suffix = string[n-i:] if suffix == suffix[::-1]: prefix = string[:n-i] return string + prefix[::-1] return string
true
lfm2.5-8b-a1b-control
v1
evalplus==0.3.1 base+plus, fast_check
code-verifier/050
HumanEval/116
sort_array
def sort_array(arr): """ In this Kata, you have to sort an array of non-negative integers according to number of ones in their binary representation in ascending order. For similar number of ones, sort based on decimal value. It must be implemented like this: >>> sort_array([1, 5, 2, 3, 4]) ==...
def sort_array(arr): """ In this Kata, you have to sort an array of non-negative integers according to number of ones in their binary representation in ascending order. For similar number of ones, sort based on decimal value. It must be implemented like this: >>> sort_array([1, 5, 2, 3, 4]) ==...
false
minicpm5-2b-q8-bench-rp105
v1
evalplus==0.3.1 base+plus, fast_check
code-verifier/051
HumanEval/47
median
def median(l: list): """Return median of elements in the list l. >>> median([3, 1, 2, 4, 5]) 3 >>> median([-10, 4, 6, 1000, 10, 20]) 15.0 """
def median(l: list): """Return median of elements in the list l. >>> median([3, 1, 2, 4, 5]) 3 >>> median([-10, 4, 6, 1000, 10, 20]) 15.0 """ sorted_l = sorted(l) n = len(sorted_l) if n % 2 == 1: return sorted_l[n // 2] else: return (sorted_l[n // 2 - 1] + sorted_...
true
granite4.2-3b
v1
evalplus==0.3.1 base+plus, fast_check
code-verifier/052
HumanEval/10
make_palindrome
def is_palindrome(string: str) -> bool: """ Test if given string is a palindrome """ return string == string[::-1] def make_palindrome(string: str) -> str: """ Find the shortest palindrome that begins with a supplied string. Algorithm idea is simple: - Find the longest postfix of supplied string...
def make_palindrome(string: str) -> str: n = len(string) max_len = 0 for i in range(1, n + 1): if string.endswith(string[:i][::-1]): max_len = i return string + string[:n - max_len][::-1]
false
lfm2.5-8b-a1b-dspark
v1
evalplus==0.3.1 base+plus, fast_check
code-verifier/053
HumanEval/80
is_happy
def is_happy(s): """You are given a string s. Your task is to check if the string is happy or not. A string is happy if its length is at least 3 and every 3 consecutive letters are distinct For example: is_happy(a) => False is_happy(aa) => False is_happy(abcd) => True is_happy(aabb) => ...
def is_happy(s): """You are given a string s. Your task is to check if the string is happy or not. A string is happy if its length is at least 3 and every 3 consecutive letters are distinct For example: is_happy(a) => False is_happy(aa) => False is_happy(abcd) => True is_happy(aabb) => ...
true
lfm2.5-2.6b
v1
evalplus==0.3.1 base+plus, fast_check
code-verifier/054
HumanEval/101
words_string
def words_string(s): """ You will be given a string of words separated by commas or spaces. Your task is to split the string into words and return an array of the words. For example: words_string("Hi, my name is John") == ["Hi", "my", "name", "is", "John"] words_string("One, two, three, fo...
def words_string(s): """ You will be given a string of words separated by commas or spaces. Your task is to split the string into words and return an array of the words. For example: words_string("Hi, my name is John") == ["Hi", "my", "name", "is", "John"] words_string("One, two, three, fo...
false
gemma4-e4b
v1
evalplus==0.3.1 base+plus, fast_check
code-verifier/055
HumanEval/93
encode
def encode(message): """ Write a function that takes a message, and encodes in such a way that it swaps case of all letters, replaces all vowels in the message with the letter that appears 2 places ahead of that vowel in the english alphabet. Assume only letters. Examples: >>>...
def encode(message): vowels = 'aeiouAEIOU' result = '' for char in message: if char in vowels: if char.islower(): new_char = chr(ord('a') + (ord(char) - ord('a') + 2) % 26).upper() else: new_char = chr(ord('A') + (ord(char) - ord('A') + 2) % 26...
true
ornith-35b
v1
evalplus==0.3.1 base+plus, fast_check
code-verifier/056
HumanEval/41
car_race_collision
def car_race_collision(n: int): """ Imagine a road that's a perfectly straight infinitely long line. n cars are driving left to right; simultaneously, a different set of n cars are driving right to left. The two sets of cars start out being very far from each other. All cars move in the same s...
def car_race_collision(n: int): return 2 * n - 1
false
lfm2.5-8b-a1b-dspark
v1
evalplus==0.3.1 base+plus, fast_check
code-verifier/057
HumanEval/115
max_fill
import math def max_fill(grid, capacity): """ You are given a rectangular grid of wells. Each row represents a single well, and each 1 in a row represents a single unit of water. Each well has a corresponding bucket that can be used to extract water from it, and all buckets have the same capacity....
import math def max_fill(grid, capacity): """ You are given a rectangular grid of wells. Each row represents a single well, and each 1 in a row represents a single unit of water. Each well has a corresponding bucket that can be used to extract water from it, and all buckets have the same capacity....
true
minicpm5-2b-q8-bench-rp105
v1
evalplus==0.3.1 base+plus, fast_check
code-verifier/058
HumanEval/108
count_nums
def count_nums(arr): """ Write a function count_nums which takes an array of integers and returns the number of elements which has a sum of digits > 0. If a number is negative, then its first signed digit will be negative: e.g. -123 has signed digits -1, 2, and 3. >>> count_nums([]) == 0 >>...
def count_nums(arr): def sum_of_digits(n): if n == 0: return 0 sign = -1 if n < 0 else 1 n_abs = abs(n) total = 0 while n_abs > 0: digit = n_abs % 10 total += sign * digit n_abs //= 10 return total count = 0 for...
false
granite4.2-3b
v1
evalplus==0.3.1 base+plus, fast_check
code-verifier/059
HumanEval/160
do_algebra
def do_algebra(operator, operand): """ Given two lists operator, and operand. The first list has basic algebra operations, and the second list is a list of integers. Use the two given lists to build the algebric expression and return the evaluation of this expression. The basic algebra operation...
def do_algebra(operator, operand): expr = str(operand[0]) for op, val in zip(operator, operand[1:]): expr += f' {op} {val}' return eval(expr)
true
lfm2.5-8b-a1b-control
v1
evalplus==0.3.1 base+plus, fast_check
code-verifier/060
HumanEval/145
order_by_points
def order_by_points(nums): """ Write a function which sorts the given list of integers in ascending order according to the sum of their digits. Note: if there are several items with similar sum of their digits, order them based on their index in original list. For example: >>> order_by_poi...
def order_by_points(nums): def digit_sum(n): return sum(int(d) for d in str(abs(n))) indexed = [(digit_sum(num), i, num) for i, num in enumerate(nums)] indexed.sort(key=lambda x: (x[0], x[1])) return [num for _, _, num in indexed]
false
granite4.2-3b
v1
evalplus==0.3.1 base+plus, fast_check
code-verifier/061
HumanEval/12
longest
from typing import List, Optional def longest(strings: List[str]) -> Optional[str]: """ Out of list of strings, return the longest one. Return the first one in case of multiple strings of the same length. Return None in case the input list is empty. >>> longest([]) >>> longest(['a', 'b', 'c']) 'a...
from typing import List, Optional def longest(strings: List[str]) -> Optional[str]: """ Out of list of strings, return the longest one. Return the first one in case of multiple strings of the same length. Return None in case the input list is empty. >>> longest([]) >>> longest(['a', 'b', 'c']) 'a...
true
qwen3.8-35b-a3b
v1
evalplus==0.3.1 base+plus, fast_check
code-verifier/062
HumanEval/83
starts_one_ends
def starts_one_ends(n): """ Given a positive integer n, return the count of the numbers of n-digit positive integers that start or end with 1. """
def starts_one_ends(n): if n == 1: return 1 return 2 * (10 ** (n - 1)) - 1
false
qwen3.8-27b-mtp-nothink
v1
evalplus==0.3.1 base+plus, fast_check
code-verifier/063
HumanEval/126
is_sorted
def is_sorted(lst): ''' Given a list of numbers, return whether or not they are sorted in ascending order. If list has more than 1 duplicate of the same number, return False. Assume no negative numbers and only integers. Examples is_sorted([5]) ➞ True is_sorted([1, 2, 3, 4, 5]) ➞ True ...
def is_sorted(lst): ''' Given a list of numbers, return whether or not they are sorted in ascending order. If list has more than 1 duplicate of the same number, return False. Assume no negative numbers and only integers. Examples is_sorted([5]) ➞ True is_sorted([1, 2, 3, 4, 5]) ➞ True ...
true
lfm2.5-2.6b
v1
evalplus==0.3.1 base+plus, fast_check
code-verifier/064
HumanEval/142
sum_squares
def sum_squares(lst): """" This function will take a list of integers. For all entries in the list, the function shall square the integer entry if its index is a multiple of 3 and will cube the integer entry if its index is a multiple of 4 and not a multiple of 3. The function will not change the e...
def sum_squares(lst): total = 0 for index, value in enumerate(lst): if index % 3 == 0: total += value ** 2 elif index % 4 == 0 and index % 3 != 0: total += value ** 3 return total
false
lfm2.5-1.2b-instruct
v1
evalplus==0.3.1 base+plus, fast_check
code-verifier/065
HumanEval/156
int_to_mini_roman
def int_to_mini_roman(number): """ Given a positive integer, obtain its roman numeral equivalent as a string, and return it in lowercase. Restrictions: 1 <= num <= 1000 Examples: >>> int_to_mini_roman(19) == 'xix' >>> int_to_mini_roman(152) == 'clii' >>> int_to_mini_roman(426) == 'cdxx...
def int_to_mini_roman(number): mapping = { 1000: 'm', 900: 'cm', 500: 'd', 400: 'cd', 100: 'c', 90: 'xc', 50: 'l', 40: 'xl', 10: 'x', 9: 'ix', 5: 'v', 4: 'iv', 1: 'i' } result = "" for value in sorted(mapping.keys(), reverse=True): while number >= value: result += mapping[val...
true
gemma4-e4b
v1
evalplus==0.3.1 base+plus, fast_check
code-verifier/066
HumanEval/97
multiply
def multiply(a, b): """Complete the function that takes two integers and returns the product of their unit digits. Assume the input is always valid. Examples: multiply(148, 412) should return 16. multiply(19, 28) should return 72. multiply(2020, 1851) should return 0. multiply(14,-15) ...
def multiply(a, b): """Complete the function that takes two integers and returns the product of their unit digits. Assume the input is always valid. Examples: multiply(148, 412) should return 16. multiply(19, 28) should return 72. multiply(2020, 1851) should return 0. multiply(14,-15) ...
false
gemma4-e4b
v1
evalplus==0.3.1 base+plus, fast_check
code-verifier/067
HumanEval/59
largest_prime_factor
def largest_prime_factor(n: int): """Return the largest prime factor of n. Assume n > 1 and is not a prime. >>> largest_prime_factor(13195) 29 >>> largest_prime_factor(2048) 2 """
def largest_prime_factor(n: int): # Initialize the largest factor found so far max_factor = None # Check divisibility by 2 first to handle even numbers while n % 2 == 0: max_factor = 2 n //= 2 # Now check odd factors starting from 3 factor = 3 while factor * factor ...
true
lfm2.5-2.6b
v1
evalplus==0.3.1 base+plus, fast_check
code-verifier/068
HumanEval/101
words_string
def words_string(s): """ You will be given a string of words separated by commas or spaces. Your task is to split the string into words and return an array of the words. For example: words_string("Hi, my name is John") == ["Hi", "my", "name", "is", "John"] words_string("One, two, three, fo...
def words_string(s): import re return re.split(r'[,\s]+', s)
false
lfm2.5-8b-a1b-control
v1
evalplus==0.3.1 base+plus, fast_check
code-verifier/069
HumanEval/77
iscube
def iscube(a): ''' Write a function that takes an integer a and returns True if this ingeger is a cube of some integer number. Note: you may assume the input is always valid. Examples: iscube(1) ==> True iscube(2) ==> False iscube(-1) ==> True iscube(64) ==> True iscube(0) ==> ...
def iscube(a): ''' Write a function that takes an integer a and returns True if this ingeger is a cube of some integer number. Note: you may assume the input is always valid. Examples: iscube(1) ==> True iscube(2) ==> False iscube(-1) ==> True iscube(64) ==> True iscube(0) ==> ...
true
gemma4-e2b
v1
evalplus==0.3.1 base+plus, fast_check
code-verifier/070
HumanEval/130
tri
def tri(n): """Everyone knows Fibonacci sequence, it was studied deeply by mathematicians in the last couple centuries. However, what people don't know is Tribonacci sequence. Tribonacci sequence is defined by the recurrence: tri(1) = 3 tri(n) = 1 + n / 2, if n is even. tri(n) = tri(n - 1) + ...
def tri(n): """Everyone knows Fibonacci sequence, it was studied deeply by mathematicians in the last couple centuries. However, what people don't know is Tribonacci sequence. Tribonacci sequence is defined by the recurrence: tri(1) = 3 tri(n) = 1 + n / 2, if n is even. tri(n) = tri(n - 1) + ...
false
gemma4-e4b
v1
evalplus==0.3.1 base+plus, fast_check
code-verifier/071
HumanEval/114
minSubArraySum
def minSubArraySum(nums): """ Given an array of integers nums, find the minimum sum of any non-empty sub-array of nums. Example minSubArraySum([2, 3, 4, 1, 2, 4]) == 1 minSubArraySum([-1, -2, -3]) == -6 """
def minSubArraySum(nums): current_min = nums[0] global_min = nums[0] for num in nums[1:]: current_min = min(num, current_min + num) global_min = min(global_min, current_min) return global_min
true
lfm2.5-1.2b-instruct
v1
evalplus==0.3.1 base+plus, fast_check
code-verifier/072
HumanEval/26
remove_duplicates
from typing import List def remove_duplicates(numbers: List[int]) -> List[int]: """ From a list of integers, remove all elements that occur more than once. Keep order of elements left the same as in the input. >>> remove_duplicates([1, 2, 3, 2, 4]) [1, 3, 4] """
from typing import List def remove_duplicates(numbers: List[int]) -> List[int]: counts = Counter(numbers) return [x for x in numbers if counts[x] == 1]
false
lfm2.5-8b-a1b-control
v1
evalplus==0.3.1 base+plus, fast_check
code-verifier/073
HumanEval/108
count_nums
def count_nums(arr): """ Write a function count_nums which takes an array of integers and returns the number of elements which has a sum of digits > 0. If a number is negative, then its first signed digit will be negative: e.g. -123 has signed digits -1, 2, and 3. >>> count_nums([]) == 0 >>...
def count_nums(arr): def digit_sum(n): total = 0 sign = 1 if n >= 0 else -1 m = abs(n) s = str(m) for i, ch in enumerate(s): d = int(ch) if i == 0: total += sign * d else: total += d return total ...
true
lfm2.5-8b-a1b-control
v1
evalplus==0.3.1 base+plus, fast_check
code-verifier/074
HumanEval/19
sort_numbers
from typing import List def sort_numbers(numbers: str) -> str: """ Input is a space-delimited string of numberals from 'zero' to 'nine'. Valid choices are 'zero', 'one', 'two', 'three', 'four', 'five', 'six', 'seven', 'eight' and 'nine'. Return the string with numbers sorted from smallest to largest >...
from typing import List def sort_numbers(numbers: str) -> str: return ' '.join(str(int(word)) for word in sorted(numbers.split()))
false
lfm2.5-8b-a1b-control
v1
evalplus==0.3.1 base+plus, fast_check
code-verifier/075
HumanEval/100
make_a_pile
def make_a_pile(n): """ Given a positive integer n, you have to make a pile of n levels of stones. The first level has n stones. The number of stones in the next level is: - the next odd number if n is odd. - the next even number if n is even. Return the number of stones in each lev...
def make_a_pile(n): """ Given a positive integer n, you have to make a pile of n levels of stones. The first level has n stones. The number of stones in the next level is: - the next odd number if n is odd. - the next even number if n is even. Return the number of stones in each lev...
true
gemma4-e4b
v1
evalplus==0.3.1 base+plus, fast_check
code-verifier/076
HumanEval/163
generate_integers
def generate_integers(a, b): """ Given two positive integers a and b, return the even digits between a and b, in ascending order. For example: generate_integers(2, 8) => [2, 4, 6, 8] generate_integers(8, 2) => [2, 4, 6, 8] generate_integers(10, 14) => [] """
def generate_integers(a, b): """ Given two positive integers a and b, return the even digits between a and b, in ascending order. For example: generate_integers(2, 8) => [2, 4, 6, 8] generate_integers(8, 2) => [2, 4, 6, 8] generate_integers(10, 14) => [] """ lo = min(a,b) hi = ...
false
minicpm5-2b-q8-bench-rp120
v1
evalplus==0.3.1 base+plus, fast_check
code-verifier/077
HumanEval/162
string_to_md5
def string_to_md5(text): """ Given a string 'text', return its md5 hash equivalent string. If 'text' is an empty string, return None. >>> string_to_md5('Hello world') == '3e25960a79dbc69b674cd4ec67a72c62' """
def string_to_md5(text): """ Given a string 'text', return its md5 hash equivalent string. If 'text' is an empty string, return None. >>> string_to_md5('Hello world') == '3e25960a79dbc69b674cd4ec67a72c62' """ if not text: return None import hashlib return hashlib.md5(text.encode...
true
ornith-35b
v1
evalplus==0.3.1 base+plus, fast_check
code-verifier/078
HumanEval/141
file_name_check
def file_name_check(file_name): """Create a function which takes a string representing a file's name, and returns 'Yes' if the the file's name is valid, and returns 'No' otherwise. A file's name is considered to be valid if and only if all the following conditions are met: - There should not be mo...
def file_name_check(file_name): if file_name.count('.') != 1: return 'No' name, ext = file_name.split('.') if ext not in ['txt', 'exe', 'dll']: return 'No' if not name: return 'No' if not ('a' <= name[0] <= 'z' or 'A' <= name[0] <= 'Z'): return 'No...
false
qwen3.8-27b-q4-low
v1
evalplus==0.3.1 base+plus, fast_check
code-verifier/079
HumanEval/140
fix_spaces
def fix_spaces(text): """ Given a string text, replace all spaces in it with underscores, and if a string has more than 2 consecutive spaces, then replace all consecutive spaces with - fix_spaces("Example") == "Example" fix_spaces("Example 1") == "Example_1" fix_spaces(" Example 2")...
def fix_spaces(text): """ Given a string text, replace all spaces in it with underscores, and if a string has more than 2 consecutive spaces, then replace all consecutive spaces with - fix_spaces("Example") == "Example" fix_spaces("Example 1") == "Example_1" fix_spaces(" Example 2")...
true
gemma4-e4b
v1
evalplus==0.3.1 base+plus, fast_check
code-verifier/080
HumanEval/0
has_close_elements
from typing import List def has_close_elements(numbers: List[float], threshold: float) -> bool: """ Check if in given list of numbers, are any two numbers closer to each other than given threshold. >>> has_close_elements([1.0, 2.0, 3.0], 0.5) False >>> has_close_elements([1.0, 2.8, 3.0, 4.0, 5.0, ...
from typing import List def has_close_elements(numbers: List[float], threshold: float) -> bool: numbers.sort() for i in range(len(numbers) - 1): if numbers[i + 1] - numbers[i] <= threshold: return True return False
false
granite4.2-3b
v1
evalplus==0.3.1 base+plus, fast_check
code-verifier/081
HumanEval/65
circular_shift
def circular_shift(x, shift): """Circular shift the digits of the integer x, shift the digits right by shift and return the result as a string. If shift > number of digits, return digits reversed. >>> circular_shift(12, 1) "21" >>> circular_shift(12, 2) "12" """
def circular_shift(x, shift): s = str(x) if shift > len(s): return s[::-1] return s[-shift:] + s[:-shift] if shift else s
true
qwen3.6-35b-a3b-bench
v1
evalplus==0.3.1 base+plus, fast_check
code-verifier/082
HumanEval/127
intersection
def intersection(interval1, interval2): """You are given two intervals, where each interval is a pair of integers. For example, interval = (start, end) = (1, 2). The given intervals are closed which means that the interval (start, end) includes both start and end. For each given interval, it is ass...
def intersection(interval1, interval2): """You are given two intervals, where each interval is a pair of integers. For example, interval = (start, end) = (1, 2). The given intervals are closed which means that the interval (start, end) includes both start and end. For each given interval, it is ass...
false
gemma4-e4b
v1
evalplus==0.3.1 base+plus, fast_check
code-verifier/083
HumanEval/51
remove_vowels
def remove_vowels(text): """ remove_vowels is a function that takes string and returns string without vowels. >>> remove_vowels('') '' >>> remove_vowels("abcdef\nghijklm") 'bcdf\nghjklm' >>> remove_vowels('abcdef') 'bcdf' >>> remove_vowels('aaaaa') '' >>> remove_vowels('aaB...
def remove_vowels(text): vowels = 'aeiouAEIOU' return ''.join(char for char in text if char not in vowels)
true
lfm2.5-1.2b-instruct
v1
evalplus==0.3.1 base+plus, fast_check
code-verifier/084
HumanEval/25
factorize
from typing import List def factorize(n: int) -> List[int]: """ Return list of prime factors of given integer in the order from smallest to largest. Each of the factors should be listed number of times corresponding to how many times it appeares in factorization. Input number should be equal to the produc...
from typing import List def factorize(n: int) -> List[int]: """ Return list of prime factors of given integer in the order from smallest to largest. Each of the factors should be listed number of times corresponding to how many times it appeares in factorization. Input number should be equal to the produc...
false
muse-glimmer-30b
v1
evalplus==0.3.1 base+plus, fast_check
code-verifier/085
HumanEval/54
same_chars
def same_chars(s0: str, s1: str): """ Check if two words have the same characters. >>> same_chars('eabcdzzzz', 'dddzzzzzzzddeddabc') True >>> same_chars('abcd', 'dddddddabc') True >>> same_chars('dddddddabc', 'abcd') True >>> same_chars('eabcd', 'dddddddabc') False >>> same...
def same_chars(s0: str, s1: str): """Check if two words have the same characters.""" return set(s0) == set(s1)
true
minicpm5-2b-q8-bench-rp110
v1
evalplus==0.3.1 base+plus, fast_check
code-verifier/086
HumanEval/41
car_race_collision
def car_race_collision(n: int): """ Imagine a road that's a perfectly straight infinitely long line. n cars are driving left to right; simultaneously, a different set of n cars are driving right to left. The two sets of cars start out being very far from each other. All cars move in the same s...
def car_race_collision(n: int) -> int: return n * (n - 1) // 2
false
lfm2.5-2.6b
v1
evalplus==0.3.1 base+plus, fast_check
code-verifier/087
HumanEval/144
simplify
def simplify(x, n): """Your task is to implement a function that will simplify the expression x * n. The function returns True if x * n evaluates to a whole number and False otherwise. Both x and n, are string representation of a fraction, and have the following format, <numerator>/<denominator> where ...
def simplify(x, n): from math import gcd def parse_fraction(frac_str): num_str, den_str = frac_str.split('/') return int(num_str), int(den_str) num_x, den_x = parse_fraction(x) num_n, den_n = parse_fraction(n) # Calculate the product of the fractions: (num_x/den_x) * (num_n/den_n)...
true
gemma4-e4b
v1
evalplus==0.3.1 base+plus, fast_check
code-verifier/088
HumanEval/129
minPath
def minPath(grid, k): """ Given a grid with N rows and N columns (N >= 2) and a positive integer k, each cell of the grid contains a value. Every integer in the range [1, N * N] inclusive appears exactly once on the cells of the grid. You have to find the minimum path of length k in the grid. You...
def minPath(grid, k): n = len(grid) # Precompute all cells as (value, row, col) for quick lookup cells = [(grid[r][c], r, c) for r in range(n) for c in range(n)] # Map from value to (row, col) val_to_pos = {v: (r, c) for v, r, c in cells} # Directions: up, down, left, right dirs = [(-1, 0),...
false
granite4.2-3b
v1
evalplus==0.3.1 base+plus, fast_check
code-verifier/089
HumanEval/19
sort_numbers
from typing import List def sort_numbers(numbers: str) -> str: """ Input is a space-delimited string of numberals from 'zero' to 'nine'. Valid choices are 'zero', 'one', 'two', 'three', 'four', 'five', 'six', 'seven', 'eight' and 'nine'. Return the string with numbers sorted from smallest to largest >...
from typing import List def sort_numbers(numbers: str) -> str: words = numbers.split() mapping = { 'zero': 0, 'one': 1, 'two': 2, 'three': 3, 'four': 4, 'five': 5, 'six': 6, 'seven': 7, 'eight': 8, 'nine': 9, } sorted_words...
true
granite4.2-3b
v1
evalplus==0.3.1 base+plus, fast_check
code-verifier/090
HumanEval/38
decode_cyclic
def encode_cyclic(s: str): """ returns encoded string by cycling groups of three characters. """ # split string to groups. Each of length 3. groups = [s[(3 * i):min((3 * i + 3), len(s))] for i in range((len(s) + 2) // 3)] # cycle elements in each group. Unless group has fewer elements than 3. ...
def decode_cyclic(s: str): """ takes as input string encoded with encode_cyclic function. Returns decoded string. """ if not s: return "" decoded_chars = [] # The encoded string is formed by concatenating cyclically shifted groups of 3. # We need to reverse the process. ...
false
gemma4-e2b
v1
evalplus==0.3.1 base+plus, fast_check
code-verifier/091
HumanEval/41
car_race_collision
def car_race_collision(n: int): """ Imagine a road that's a perfectly straight infinitely long line. n cars are driving left to right; simultaneously, a different set of n cars are driving right to left. The two sets of cars start out being very far from each other. All cars move in the same s...
def car_race_collision(n: int): """...""" return n * n
true
minicpm5-2b-q4-bench-rp
v1
evalplus==0.3.1 base+plus, fast_check
code-verifier/092
HumanEval/141
file_name_check
def file_name_check(file_name): """Create a function which takes a string representing a file's name, and returns 'Yes' if the the file's name is valid, and returns 'No' otherwise. A file's name is considered to be valid if and only if all the following conditions are met: - There should not be mo...
def file_name_check(file_name): if file_name.count('.') != 1: return 'No' name, ext = file_name.split('.') if not name or not ('a' <= name[0] <= 'z' or 'A' <= name[0] <= 'Z'): return 'No' if ext not in ['txt', 'exe', 'dll']: return 'No' if sum(1 for c in file_name if c.isdigi...
false
bonsai2-27b-pq2-np4
v1
evalplus==0.3.1 base+plus, fast_check
code-verifier/093
HumanEval/109
move_one_ball
def move_one_ball(arr): """We have an array 'arr' of N integers arr[1], arr[2], ..., arr[N].The numbers in the array will be randomly ordered. Your task is to determine if it is possible to get an array sorted in non-decreasing order by performing the following operation on the given array: Yo...
def move_one_ball(arr): """We have an array 'arr' of N integers arr[1], arr[2], ..., arr[N].The numbers in the array will be randomly ordered. Your task is to determine if it is possible to get an array sorted in non-decreasing order by performing the following operation on the given array: Yo...
true
gemma4-e2b
v1
evalplus==0.3.1 base+plus, fast_check
code-verifier/094
HumanEval/144
simplify
def simplify(x, n): """Your task is to implement a function that will simplify the expression x * n. The function returns True if x * n evaluates to a whole number and False otherwise. Both x and n, are string representation of a fraction, and have the following format, <numerator>/<denominator> where ...
def simplify(x, n): def parse_fraction(fraction_str): parts = fraction_str.split('/') numerator = int(parts[0]) denominator = int(parts[1]) return numerator, denominator num_x, den_x = parse_fraction(x) num_n, den_n = parse_fraction(n) # Calculate x * n = (num_x / den_x...
false
gemma4-e2b
v1
evalplus==0.3.1 base+plus, fast_check
code-verifier/095
HumanEval/146
specialFilter
def specialFilter(nums): """Write a function that takes an array of numbers as input and returns the number of elements in the array that are greater than 10 and both first and last digits of a number are odd (1, 3, 5, 7, 9). For example: specialFilter([15, -73, 14, -15]) => 1 specialFilter(...
def specialFilter(nums): count = 0 for num in nums: if num > 10: s = str(abs(num)) first_digit = int(s[0]) last_digit = int(s[-1]) def is_odd(digit): return digit % 2 != 0 if is_odd(first_digit) and is_...
true
gemma4-e4b
v1
evalplus==0.3.1 base+plus, fast_check
code-verifier/096
HumanEval/81
numerical_letter_grade
def numerical_letter_grade(grades): """It is the last week of the semester and the teacher has to give the grades to students. The teacher has been making her own algorithm for grading. The only problem is, she has lost the code she used for grading. She has given you a list of GPAs for some students a...
def numerical_letter_grade(grades): result = [] for g in grades: if g >= 4.0: result.append('A+') elif g > 3.7: result.append('A') elif g > 3.3: result.append('A-') elif g > 3.0: result.append('B+') elif g > 2.7: ...
false
lfm2.5-8b-a1b-control
v1
evalplus==0.3.1 base+plus, fast_check
code-verifier/097
HumanEval/121
solution
def solution(lst): """Given a non-empty list of integers, return the sum of all of the odd elements that are in even positions. Examples solution([5, 8, 7, 1]) ==> 12 solution([3, 3, 3, 3, 3]) ==> 9 solution([30, 13, 24, 321]) ==>0 """
def solution(lst): total = 0 for i in range(0, len(lst), 2): if lst[i] % 2 == 1: total += lst[i] return total
true
granite4.2-3b
v1
evalplus==0.3.1 base+plus, fast_check
code-verifier/098
HumanEval/132
is_nested
def is_nested(string): ''' Create a function that takes a string as input which contains only square brackets. The function should return True if and only if there is a valid subsequence of brackets where at least one bracket in the subsequence is nested. is_nested('[[]]') ➞ True is_nested('[...
def is_nested(string): open_indices = [i for i, ch in enumerate(string) if ch == '['] if len(open_indices) < 2: return False second_open_idx = open_indices[1] closes_after = sum(1 for idx in range(second_open_idx + 1, len(string)) if string[idx] == ']') return closes_after >= 2
false
minicpm5-2b-q8-bench-rp115
v1
evalplus==0.3.1 base+plus, fast_check
code-verifier/099
HumanEval/90
next_smallest
def next_smallest(lst): """ You are given a list of integers. Write a function next_smallest() that returns the 2nd smallest element of the list. Return None if there is no such element. next_smallest([1, 2, 3, 4, 5]) == 2 next_smallest([5, 1, 4, 3, 2]) == 2 next_smallest([]) == None ...
def next_smallest(lst): """ You are given a list of integers. Write a function next_smallest() that returns the 2nd smallest element of the list. Return None if there is no such element. next_smallest([1, 2, 3, 4, 5]) == 2 next_smallest([5, 1, 4, 3, 2]) == 2 next_smallest([]) == None ...
true
gemma4-e4b
v1
evalplus==0.3.1 base+plus, fast_check
End of preview. Expand in Data Studio

HumanEval+ Verifier

Does this solution pass its tests? 500 model-written solutions to HumanEval+ problems, each labelled by running it against the full HumanEval+ test suite. 250 pass and 250 fail.

It measures the verifier in an agent loop: a model that reads a problem and a candidate solution and decides whether to accept it, without running it.

Fields

Field Description
id Row id, code-verifier/000 to code-verifier/499
task_id HumanEval+ problem, e.g. HumanEval/144
entry_point Function under test
prompt The problem: signature and docstring
solution The full program that was executed
passes Label. true if it passed the full HumanEval+ test suite
model The model that wrote the solution
version Dataset version (v1)
evaluator Evaluator that produced the label

How it was built

  • Solutions come from BenchKit HumanEval+ runs of 31 open models in 15 families (Gemma 4, Granite 4.2, LFM2.5, Qwen 3.6/3.8, MiniCPM 5 and others). Identical programs are kept once, credited to one of the models that wrote them.
  • Every label comes from executing the program with evalplus==0.3.1, never from a stored score. A failure that passes under generous time limits failed only on speed and was dropped. So was code that does not compile.
  • Each model family contributes as many passing rows as failing ones, and passing rows come from the same problems as failing ones where possible. That way neither the problem nor the coding style gives the label away.
  • Subtle failures were preferred over obvious ones when choosing failing rows.
  • Rows alternate fail and pass, so any contiguous slice is balanced.

The build script, build_code_verifier.py, is in this repo. It runs from a BenchKit checkout, which also ships this dataset as the code-verifier benchmark.

Usage

from datasets import load_dataset

ds = load_dataset("DogukanUrker/humaneval-plus-verifier", split="test")
row = ds[0]
question = f"{row['prompt']}\n\nCandidate solution:\n{row['solution']}"

Report accuracy alongside per-class accuracy on passing and failing rows, since a verifier that always says "yes" scores 50%.

License and credits

Released under Apache-2.0. The problems and tests are from HumanEval+ / EvalPlus (Apache-2.0), which extends OpenAI's HumanEval (MIT). The solutions were generated by the models named in each row.

Downloads last month
37