Video-MME-v2: Towards the Next Stage in Benchmarks for Comprehensive Video Understanding Paper • 2604.05015 • Published 3 days ago • 194
A Simple Baseline for Streaming Video Understanding Paper • 2604.02317 • Published 7 days ago • 66
HopChain: Multi-Hop Data Synthesis for Generalizable Vision-Language Reasoning Paper • 2603.17024 • Published 22 days ago • 107
CUA-Suite: Massive Human-annotated Video Demonstrations for Computer-Use Agents Paper • 2603.24440 • Published 14 days ago • 95
Insight-V++: Towards Advanced Long-Chain Visual Reasoning with Multimodal Large Language Models Paper • 2603.18118 • Published 21 days ago • 12
Trust Your Critic: Robust Reward Modeling and Reinforcement Learning for Faithful Image Editing and Generation Paper • 2603.12247 • Published 27 days ago • 23
Video-Based Reward Modeling for Computer-Use Agents Paper • 2603.10178 • Published 29 days ago • 43
HiAR: Efficient Autoregressive Long Video Generation via Hierarchical Denoising Paper • 2603.08703 • Published about 1 month ago • 32
RISE-Video: Can Video Generators Decode Implicit World Rules? Paper • 2602.05986 • Published Feb 5 • 26
Architecture Decoupling Is Not All You Need For Unified Multimodal Model Paper • 2511.22663 • Published Nov 27, 2025 • 29
Uni-MMMU: A Massive Multi-discipline Multimodal Unified Benchmark Paper • 2510.13759 • Published Oct 15, 2025 • 11
Hyper-Bagel: A Unified Acceleration Framework for Multimodal Understanding and Generation Paper • 2509.18824 • Published Sep 23, 2025 • 23
Self-Rewarding Vision-Language Model via Reasoning Decomposition Paper • 2508.19652 • Published Aug 27, 2025 • 84
Cut2Next: Generating Next Shot via In-Context Tuning Paper • 2508.08244 • Published Aug 11, 2025 • 13
Skywork UniPic: Unified Autoregressive Modeling for Visual Understanding and Generation Paper • 2508.03320 • Published Aug 5, 2025 • 64
LongVie: Multimodal-Guided Controllable Ultra-Long Video Generation Paper • 2508.03694 • Published Aug 5, 2025 • 52