Video-IFBench: Evaluating Instruction Following of Multimodal LLMs in Video Understanding Scenarios Paper • 2608.25529 • Published 28 days ago • 17
V-Rubrics: Visual Faithfulness via Rubric-Based Reinforcement Learning Paper • 2608.25580 • Published 28 days ago • 16
PerceptionBench: Evaluating Atomic Visual Perception in Multimodal Large Language Models Paper • 2607.24957 • Published Jul 27 • 16
PerceptionBench: Evaluating Atomic Visual Perception in Multimodal Large Language Models Paper • 2607.24957 • Published Jul 27 • 16
Apple-π: Benchmarking Thinking with Video Towards Law-Grounded Physical Intelligence Paper • 2607.16401 • Published Jul 17 • 45
VideoChat3: Fully Open Video MLLM for Efficient and Generalist Video Understanding Paper • 2607.14935 • Published Jul 16 • 120
VideoChat3: Fully Open Video MLLM for Efficient and Generalist Video Understanding Paper • 2607.14935 • Published Jul 16 • 120
Artifact-Bench: Evaluating MLLMs on Detecting and Assessing the Artifacts of AI-Generated Videos Paper • 2605.18984 • Published May 18 • 22
LongAV-Compass: Towards Unified Evaluation of Minute-Scale Audio-Visual Generation Across T2AV, I2AV, and V2AV Paper • 2605.26244 • Published May 25 • 37
S-Agent: Spatial Tool-Use Elicits Reasoning for Spatial Intelligence Paper • 2606.20515 • Published Jun 18 • 42
ViQ: Text-Aligned Visual Quantized Representations at Any Resolution Paper • 2606.27313 • Published Jun 25 • 38