V-REX: Benchmarking Exploratory Visual Reasoning via Chain-of-Questions Paper • 2512.11995 • Published Dec 12, 2025 • 10
CaughtCheating: Is Your MLLM a Good Cheating Detective? Exploring the Boundary of Visual Perception and Reasoning Paper • 2507.00045 • Published Jun 23, 2025 • 1
ColorBench: Can VLMs See and Understand the Colorful World? A Comprehensive Benchmark for Color Perception, Reasoning, and Robustness Paper • 2504.10514 • Published Apr 10, 2025 • 48
LLMRouter: Unified Infrastructure for Developing, Evaluating, and Deploying LLM Routers Paper • 2608.06867 • Published 9 days ago • 97
How Can Rhetoric Reward-Hack AI Reviewers? Dissecting Rhetorical Sensitivity in AI-Based Peer Review Paper • 2608.08975 • Published 6 days ago • 42
β-OPSD: Deriving with Policy Optimization, Training with Self-Distillation Paper • 2607.28582 • Published 17 days ago • 24
Multi-Turn Reflective Masking Elicits Reasoning in Mask Diffusion Models Paper • 2606.16700 • Published Jun 15 • 15
Skip a Layer or Loop It? Learning Program-of-Layers in LLMs Paper • 2606.06574 • Published Jun 4 • 25
Does Socialization Emerge in AI Agent Society? A Case Study of Moltbook Paper • 2602.14299 • Published Feb 15 • 27
Can LLMs Estimate Student Struggles? Human-AI Difficulty Alignment with Proficiency Simulation for Item Difficulty Prediction Paper • 2512.18880 • Published Dec 21, 2025 • 25