Uni-MMMU: A Massive Multi-discipline Multimodal Unified Benchmark Paper • 2510.13759 • Published Oct 15, 2025 • 11
Demo-ICL: In-Context Learning for Procedural Video Knowledge Acquisition Paper • 2602.08439 • Published Feb 9 • 28
Insight-V++: Towards Advanced Long-Chain Visual Reasoning with Multimodal Large Language Models Paper • 2603.18118 • Published Mar 18 • 12
PerceptionComp: A Video Benchmark for Complex Perception-Centric Reasoning Paper • 2603.26653 • Published Mar 27 • 18
HippoCamp: Benchmarking Contextual Agents on Personal Computers Paper • 2604.01221 • Published Apr 1 • 30
FileGram: Grounding Agent Personalization in File-System Behavioral Traces Paper • 2604.04901 • Published Apr 6 • 40
S-Agent: Spatial Tool-Use Elicits Reasoning for Spatial Intelligence Paper • 2606.20515 • Published 22 days ago • 40
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
Towards Language-Driven Video Inpainting via Multimodal Large Language Models Paper • 2401.10226 • Published Jan 18, 2024 • 2