A Survey on Vision-Language-Action Models: An Action Tokenization Perspective Paper • 2507.01925 • Published 5 days ago • 29
UniWorld: High-Resolution Semantic Encoders for Unified Visual Understanding and Generation Paper • 2506.03147 • Published Jun 3 • 58
PHYBench: Holistic Evaluation of Physical Perception and Reasoning in Large Language Models Paper • 2504.16074 • Published Apr 22 • 36
InternVL3: Exploring Advanced Training and Test-Time Recipes for Open-Source Multimodal Models Paper • 2504.10479 • Published Apr 14 • 276
xVerify: Efficient Answer Verifier for Reasoning Model Evaluations Paper • 2504.10481 • Published Apr 14 • 84
GPT-ImgEval: A Comprehensive Benchmark for Diagnosing GPT4o in Image Generation Paper • 2504.02782 • Published Apr 3 • 57
Scaling up Test-Time Compute with Latent Reasoning: A Recurrent Depth Approach Paper • 2502.05171 • Published Feb 7 • 142
Can 1B LLM Surpass 405B LLM? Rethinking Compute-Optimal Test-Time Scaling Paper • 2502.06703 • Published Feb 10 • 154
SelfCite: Self-Supervised Alignment for Context Attribution in Large Language Models Paper • 2502.09604 • Published Feb 13 • 36
SFT Memorizes, RL Generalizes: A Comparative Study of Foundation Model Post-training Paper • 2501.17161 • Published Jan 28 • 123
Agent-R: Training Language Model Agents to Reflect via Iterative Self-Training Paper • 2501.11425 • Published Jan 20 • 106
DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning Paper • 2501.12948 • Published Jan 22 • 405
Inference-Time Scaling for Diffusion Models beyond Scaling Denoising Steps Paper • 2501.09732 • Published Jan 16 • 72
MiniMax-01: Scaling Foundation Models with Lightning Attention Paper • 2501.08313 • Published Jan 14 • 295
Towards System 2 Reasoning in LLMs: Learning How to Think With Meta Chain-of-Though Paper • 2501.04682 • Published Jan 8 • 97