Act Wisely: Cultivating Meta-Cognitive Tool Use in Agentic Multimodal Models Paper • 2604.08545 • Published 5 days ago • 39
Video-MME-v2: Towards the Next Stage in Benchmarks for Comprehensive Video Understanding Paper • 2604.05015 • Published 8 days ago • 230
Agentic-MME: What Agentic Capability Really Brings to Multimodal Intelligence? Paper • 2604.03016 • Published 11 days ago • 36
OpenWorldLib: A Unified Codebase and Definition of Advanced World Models Paper • 2604.04707 • Published 8 days ago • 200
OpenWorldLib: A Unified Codebase and Definition of Advanced World Models Paper • 2604.04707 • Published 8 days ago • 200
Agentic-MME: What Agentic Capability Really Brings to Multimodal Intelligence? Paper • 2604.03016 • Published 11 days ago • 36
VTC-Bench: Evaluating Agentic Multimodal Models via Compositional Visual Tool Chaining Paper • 2603.15030 • Published 29 days ago • 21
VTC-Bench: Evaluating Agentic Multimodal Models via Compositional Visual Tool Chaining Paper • 2603.15030 • Published 29 days ago • 21
VTC-Bench: Evaluating Agentic Multimodal Models via Compositional Visual Tool Chaining Paper • 2603.15030 • Published 29 days ago • 21
BrowseComp-$V^3$: A Visual, Vertical, and Verifiable Benchmark for Multimodal Browsing Agents Paper • 2602.12876 • Published Feb 13 • 12
OmniSIFT: Modality-Asymmetric Token Compression for Efficient Omni-modal Large Language Models Paper • 2602.04804 • Published Feb 4 • 50
Research on World Models Is Not Merely Injecting World Knowledge into Specific Tasks Paper • 2602.01630 • Published Feb 2 • 50
DiaDem: Advancing Dialogue Descriptions in Audiovisual Video Captioning for Multimodal Large Language Models Paper • 2601.19267 • Published Jan 27
The Unseen Bias: How Norm Discrepancy in Pre-Norm MLLMs Leads to Visual Information Loss Paper • 2512.08374 • Published Dec 9, 2025
BrowseComp-V^3: A Visual, Vertical, and Verifiable Benchmark for Multimodal Browsing Agents Paper • 2602.12876 • Published Feb 13 • 12
TimeChat-Captioner: Scripting Multi-Scene Videos with Time-Aware and Structural Audio-Visual Captions Paper • 2602.08711 • Published Feb 9 • 28