PerceptionBench: Evaluating Atomic Visual Perception in Multimodal Large Language Models Paper • 2607.24957 • Published 3 days ago • 7
VideoChat3: Fully Open Video MLLM for Efficient and Generalist Video Understanding Paper • 2607.14935 • Published 14 days ago • 170
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 • 38
S-Agent: Spatial Tool-Use Elicits Reasoning for Spatial Intelligence Paper • 2606.20515 • Published Jun 18 • 41
ViQ: Text-Aligned Visual Quantized Representations at Any Resolution Paper • 2606.27313 • Published Jun 25 • 38
From Pixels to Words -- Towards Native One-Vision Models at Scale Paper • 2605.28820 • Published May 27 • 76
Video-MME-v2: Towards the Next Stage in Benchmarks for Comprehensive Video Understanding Paper • 2604.05015 • Published Apr 6 • 236
Sparse Mixture-of-Experts are Domain Generalizable Learners Paper • 2206.04046 • Published Jun 8, 2022 • 1
Unsolvable Problem Detection: Evaluating Trustworthiness of Vision Language Models Paper • 2403.20331 • Published Mar 29, 2024 • 16
LMMs-Eval: Reality Check on the Evaluation of Large Multimodal Models Paper • 2407.12772 • Published Jul 17, 2024 • 35
Generalized Out-of-Distribution Detection and Beyond in Vision Language Model Era: A Survey Paper • 2407.21794 • Published Jul 31, 2024 • 6
Ego-R1: Chain-of-Tool-Thought for Ultra-Long Egocentric Video Reasoning Paper • 2506.13654 • Published Jun 16, 2025 • 44
VideoLucy: Deep Memory Backtracking for Long Video Understanding Paper • 2510.12422 • Published Oct 14, 2025 • 1
HippoCamp: Benchmarking Contextual Agents on Personal Computers Paper • 2604.01221 • Published Apr 1 • 30
Conditional Prompt Learning for Vision-Language Models Paper • 2203.05557 • Published Mar 10, 2022
Towards Language-Driven Video Inpainting via Multimodal Large Language Models Paper • 2401.10226 • Published Jan 18, 2024 • 2