EgoTools: Towards Tool-Centric Reasoning in Real-World Egocentric Videos Paper • 2609.39378 • Published 3 days ago • 20
V-Rubrics: Visual Faithfulness via Rubric-Based Reinforcement Learning Paper • 2608.25580 • Published Aug 26 • 16
HippoCamp: Benchmarking Contextual Agents on Personal Computers Paper • 2604.01221 • Published Apr 1 • 32
FileGram: Grounding Agent Personalization in File-System Behavioral Traces Paper • 2604.04901 • Published Apr 6 • 36
Apple-$π$: Benchmarking Thinking with Video Towards Law-Grounded Physical Intelligence Paper • 2607.16401 • Published Jul 17 • 45
OpenMMReasoner: Pushing the Frontiers for Multimodal Reasoning with an Open and General Recipe Paper • 2511.16334 • Published Nov 20, 2025 • 96
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 • 16
HippoCamp: Benchmarking Contextual Agents on Personal Computers Paper • 2604.01221 • Published Apr 1 • 32
FileGram: Grounding Agent Personalization in File-System Behavioral Traces Paper • 2604.04901 • Published Apr 6 • 36
S-Agent: Spatial Tool-Use Elicits Reasoning for Spatial Intelligence Paper • 2606.20515 • Published Jun 18 • 42
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