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 Jun 18 • 41
PhysX-Omni: Unified Simulation-Ready Physical 3D Generation for Rigid, Deformable, and Articulated Objects Paper • 2605.21572 • Published May 20 • 55
Agentic World Modeling: Foundations, Capabilities, Laws, and Beyond Paper • 2604.22748 • Published Apr 24 • 232
Prompt Relay: Inference-Time Temporal Control for Multi-Event Video Generation Paper • 2604.10030 • Published Apr 11 • 15
UniT: Unified Multimodal Chain-of-Thought Test-time Scaling Paper • 2602.12279 • Published Feb 12 • 20
Exploring MLLM-Diffusion Information Transfer with MetaCanvas Paper • 2512.11464 • Published Dec 12, 2025 • 15
WorldLens: Full-Spectrum Evaluations of Driving World Models in Real World Paper • 2512.10958 • Published Dec 11, 2025 • 1
Uni-MMMU: A Massive Multi-discipline Multimodal Unified Benchmark Paper • 2510.13759 • Published Oct 15, 2025 • 11
Simulating the Visual World with Artificial Intelligence: A Roadmap Paper • 2511.08585 • Published Nov 11, 2025 • 30
The Quest for Generalizable Motion Generation: Data, Model, and Evaluation Paper • 2510.26794 • Published Oct 30, 2025 • 27