OmniCompass: A Holistic Benchmark for Omni-Modal Video Grounding and Understanding Paper • 2610.18829 • Published about 1 month ago • 83
OmniCapBench: A Deep-Structured Evaluation Framework for Fine-Grained Audio-Visual Captioning Paper • 2610.12458 • Published Oct 8 • 14
OmniCapBench: A Deep-Structured Evaluation Framework for Fine-Grained Audio-Visual Captioning Paper • 2610.12458 • Published Oct 8 • 14
OmniCapBench: A Deep-Structured Evaluation Framework for Fine-Grained Audio-Visual Captioning Paper • 2610.12458 • Published Oct 8 • 14
ParaVT: Taming the Tool Prior Paradox for Parallel Tool Use in Agentic Video Reinforcement Learning Paper • 2605.20342 • Published May 19 • 31
WorldReasonBench: Human-Aligned Stress Testing of Video Generators as Future World-State Predictors Paper • 2605.10434 • Published May 11 • 31
MultiHaystack: Benchmarking Multimodal Retrieval and Reasoning over 40K Images, Videos, and Documents Paper • 2603.05697 • Published Mar 5
Visual Generation in the New Era: An Evolution from Atomic Mapping to Agentic World Modeling Paper • 2604.28185 • Published Apr 30 • 90
Visual Generation in the New Era: An Evolution from Atomic Mapping to Agentic World Modeling Paper • 2604.28185 • Published Apr 30 • 90
From Statics to Dynamics: Physics-Aware Image Editing with Latent Transition Priors Paper • 2602.21778 • Published Feb 25 • 16
InEx: Hallucination Mitigation via Introspection and Cross-Modal Multi-Agent Collaboration Paper • 2512.02981 • Published Dec 2, 2025 • 2
InEx: Hallucination Mitigation via Introspection and Cross-Modal Multi-Agent Collaboration Paper • 2512.02981 • Published Dec 2, 2025 • 2
Script: Graph-Structured and Query-Conditioned Semantic Token Pruning for Multimodal Large Language Models Paper • 2512.01949 • Published Dec 1, 2025 • 9