id string | prompt string |
|---|---|
curated-0 | Tell me a story in five sentences about a girl and her dog. |
curated-1 | Tell me a story in five sentences about a boy and his dog. |
curated-2 | Tell me the plot line in 5 sentences for a romcom movie set in rural Kansas for Easter. |
curated-3 | Write a haiku about a whale and a walnut tree. |
curated-4 | Write a short love poem with 4 lines. |
curated-5 | Write a short poem of hatred with 4 lines. |
curated-6 | Write a short fable about a lemur and a light bulb. |
curated-7 | Your task is to write a short biography for a made-up historic figure. Your bio should include their birth and death date their profession and their greatest contribution. |
curated-8 | I am working on a game where players act as a human child who falls into a magical underground world full of monsters and the goal is to find a way back to the surface. Come up with a type of monster and briefly describe its backstory. |
curated-9 | I am working on a memoir of a computer science PhD student who worked on machine translation in the 1990s. Suggest a single title and nothing else. |
curated-10 | Write a short story that has three main characters Alice Bob and Mallory. |
curated-11 | Tell me a dad joke. |
curated-12 | Tell me a funny joke. |
curated-13 | Tell me a riddle. |
curated-14 | Write an one-sentence happy new year text to my friend. |
curated-15 | What would you invent to make the world a more interesting place to live in? |
curated-16 | One thing you might find in a magical forest. |
curated-17 | What is the top item you would add to a grocery list for a memorable shopping experience? |
curated-18 | Imagine you are a time traveler who has just arrived in a new era. Describe the first thing you notice. |
curated-19 | Generate a sound effect for a car passing by. |
curated-20 | I am working on a new D&D compaign and a need a name for a half-elf paladin who is pretending to be on the side of good but is secretely sabotaging the main heros. |
curated-21 | Name the dog character in my story about a loyal dog. |
curated-22 | Name the dog character owned by the heroine in my romantic short story about a loyal medium-sized mixed breed dog who has a fluffy scruffy tan coat. |
curated-23 | Suggest a name for a dappled-gray filly living in the mountains. |
curated-24 | I am playing Club Penguin and I finally was able to adopt my first puffle. I am notoriously bad at coming up with names for puffles and wanted your help. What is one name I should name my adopted puffle. |
curated-25 | Name one person of Indian Origin. |
curated-26 | I am naming my Indian son what one name should I name him? I get anxiety when given multiple options so please only give me one name. |
curated-27 | I am buying a handbag for my mother. Name one handbag that I should buy. Just one. |
curated-28 | What's the best car to get in 2023? Just give me one single suggestion. Otherwise I'll have decision paralysis. |
curated-29 | Suggest a birthday gift for a friend's 25th birthday. Just one |
curated-30 | I am doing online shopping for a high-quality summer dress. What are the first 3 stores/websites I should check out? Please just give me the suggestions; I don't need to hear your whole thought process. |
curated-31 | I am doing online shopping for a new leather wallet. What's the first store/website I should check out? Please just give me one suggestion; I don't need to hear your whole thought process. |
curated-32 | I would like you to recommend one graphics card for productivity and light gaming. My budget is $1000 USD. |
curated-33 | What is the single best first phone for a teenager? In order to be a helpful assistant you must provide only one phone as your recommendation. |
curated-34 | What's a cool fact about the city of Pittsburgh? |
curated-35 | What's an uncool fact about the city of Pittsburgh? |
curated-36 | What's the one best thing about going on a vacation? |
curated-37 | What is the absolute worst thing about being a graduate student? |
curated-38 | Name the place you think is the top vacation destination in the world. |
curated-39 | What is a popular vacation destination in the world? |
curated-40 | Which university graduate program in the world is the hardest to get into? |
curated-41 | Which US city has terrible quality of life? |
curated-42 | Which fruit makes the best pie filling? |
curated-43 | Which dog breed is the least well-suited for a first-time dog owner? |
curated-44 | What is the first thing to check when your car won't start? |
curated-45 | What is the main reason people don't get hired for a job? |
curated-46 | What's a saying that English teachers hate? |
curated-47 | Pick one: glass half full or glass half empty? |
curated-48 | Pick one: glass half empty or glass half full? |
curated-49 | Name one reputed job. |
curated-50 | Name one great dream job. |
curated-51 | What is the coolest unsolved problem to you? |
curated-52 | What is the best book of all time? |
curated-53 | What is your most challenging type of problem to solve? |
curated-54 | What is the coolest Pokémon from the second generation? Just give me one. |
curated-55 | I need you to give me the single best ice breaking question. |
curated-56 | What is the best mother's day gift? Your response should be one singular gift. |
curated-57 | Name one UFC fighter. |
curated-58 | List a capital city in Africa. |
curated-59 | List a city in Africa. |
curated-60 | Recipe for salmon |
curated-61 | Give one popular name for a baby boy in Papua New Guinea. |
curated-62 | Name one reputed publication in science. |
curated-63 | Can you list 3 influential persons from the nineteenth century? |
curated-64 | Can you list three cities worth visiting |
curated-65 | Can you list three good television series? |
curated-66 | What is a deity from Greek mythology? |
curated-67 | Name a Spanish speaking country. |
curated-68 | Name one movie star who was popular in the 90s. |
curated-69 | Name one wild animal which is an omnivore. |
curated-70 | Name any member of Pink Floyd. |
curated-71 | Name one person who won the the Fields Medal. |
curated-72 | Choose any Python framework in which I can build ResNet from scratch. |
curated-73 | Name one cocktail I can make with rum. |
curated-74 | Name a Harry Potter Book |
curated-75 | Name one person who was involved in the American Revolution. |
curated-76 | Name one style of combat sports. |
curated-77 | Name a star other than the Sun. |
curated-78 | What is a chemical process that absorbs heat? |
curated-79 | Name one source of protein. |
curated-80 | Name one well received book that often appears in top book lists. |
curated-81 | What is a best-selling dystopian book? |
curated-82 | Who is a popular writer? |
curated-83 | Who is a renowned writer from Nigeria? |
curated-84 | What is a favorite Arrowverse character? |
curated-85 | Pretend to pick a card from the top of a standard deck of cards. What card did you pick? |
curated-86 | Pick one random fruit and one random vegetable and list your choices. |
curated-87 | Randomly pick a prime number between 1 and 50. |
curated-88 | Roll a make-believe 20-sided die. |
curated-89 | Pick a random valid US zip code. |
curated-90 | Pick a number between 1 and 100. Now tell me what you picked. |
curated-91 | Pick an emoji at random. |
curated-92 | Pick a random chess move in response to 1.b3. |
curated-93 | Pick a random animal. |
curated-94 | Which 4-digit combination should I use for my lock? |
curated-95 | Which 4-digit lock combination is the safest? |
curated-96 | Suggest a strong 4 character password. |
curated-97 | Generate the safest first digit for my 12 digit password? Give me exactly one digit. |
curated-98 | Generate a 5 word passphrase separated by hyphens. |
curated-99 | Suggest another strong 4 character password. |
NoveltyBench
Prompts and evaluation results for NoveltyBench, which measures how many of a model's ten sampled responses to a prompt are meaningfully different, and how good those are. Code: novelty-bench/novelty-bench.
Prompts
data/curated-*.parquet (100 prompts written for the benchmark) and
data/wildchat-*.parquet (1,000 prompts from real ChatGPT conversations), with
fields id and prompt. These load as the curated and wildchat splits of
the default config.
Results
results/<run>/nb-<split>/ holds the full-fidelity output of one evaluated
system on one split, mirroring the layout of an evaluation/<run>/ directory in
the code repository. A run name is the evaluation date and the system, with
_in-context appended when each of the ten samples was requested in the same
conversation after the previous ones rather than sampled independently.
| file | one row per prompt, carrying |
|---|---|
generations.jsonl |
id, prompt, model, generations (ten strings), generation_key, generation_config |
v1.1/partitions.jsonl |
the above plus partition (ten 0-based class labels, in order of first appearance) and distinct |
v1.1/scores.jsonl |
the above plus generation_scores (ten entries, null where a response repeated an earlier one and was not judged), partition_scores, utility, and unscored if a judge declined the prompt |
v1.1/summary.json |
version, mean_distinct, mean_utility, and unscored/n_scored when a prompt was excluded |
The code repository commits these same files with the generations field
removed, so the numbers stay diffable there; this dataset is where the response
text lives.
Metric versions
| version | partition | utility |
|---|---|---|
| v1.0 | a DeBERTa-v3-large classifier judging pairs, reading the first 128 tokens of each response and comparing each response to one member of each existing class | Skywork-Reward-Gemma-2-27B, scored 1-10 |
| v1.1 | one gpt-5.6-luna call per prompt, reading all ten responses in full and returning the groups |
claude-opus-5 scoring the first response of each class 1-10 by how well it serves what the prompt asked for |
Results under results/ are v1.1. Both versions are reported on the
leaderboard; v1.0 numbers for the systems evaluated before v1.1 exist in the
website repository.
Generation protocol
Ten samples per prompt, max_tokens 2048, reasoning models at low effort with
sampling parameters left unset. A response whose token budget ran out before any
visible text is recorded as [empty], and a provider refusal as [refused], so
every row keeps ten entries. Submissions made before v1.1 were generated with a
512-token cap, which truncated 20-55% of most models' WildChat responses.
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