GameplayQA: A Benchmarking Framework for Decision-Dense POV-Synced Multi-Video Understanding of 3D Virtual Agents Paper • 2603.24329 • Published 4 days ago • 17
mSFT: Addressing Dataset Mixtures Overfiting Heterogeneously in Multi-task SFT Paper • 2603.21606 • Published 6 days ago • 36
Mind-Brush: Integrating Agentic Cognitive Search and Reasoning into Image Generation Paper • 2602.01756 • Published Feb 2 • 23
VimRAG: Navigating Massive Visual Context in Retrieval-Augmented Generation via Multimodal Memory Graph Paper • 2602.12735 • Published Feb 13 • 4
Internalizing Meta-Experience into Memory for Guided Reinforcement Learning in Large Language Models Paper • 2602.10224 • Published Feb 10 • 19
Vision-DeepResearch Benchmark: Rethinking Visual and Textual Search for Multimodal Large Language Models Paper • 2602.02185 • Published Feb 2 • 117
Vision-DeepResearch: Incentivizing DeepResearch Capability in Multimodal Large Language Models Paper • 2601.22060 • Published Jan 29 • 155
GEBench: Benchmarking Image Generation Models as GUI Environments Paper • 2602.09007 • Published Feb 9 • 39
Vision-DeepResearch Benchmark: Rethinking Visual and Textual Search for Multimodal Large Language Models Paper • 2602.02185 • Published Feb 2 • 117
Vision-DeepResearch: Incentivizing DeepResearch Capability in Multimodal Large Language Models Paper • 2601.22060 • Published Jan 29 • 155
DeepResearchEval: An Automated Framework for Deep Research Task Construction and Agentic Evaluation Paper • 2601.09688 • Published Jan 14 • 127
Stochastic CHAOS: Why Deterministic Inference Kills, and Distributional Variability Is the Heartbeat of Artifical Cognition Paper • 2601.07239 • Published Jan 12 • 3
Watching, Reasoning, and Searching: A Video Deep Research Benchmark on Open Web for Agentic Video Reasoning Paper • 2601.06943 • Published Jan 11 • 214
UniCorn: Towards Self-Improving Unified Multimodal Models through Self-Generated Supervision Paper • 2601.03193 • Published Jan 6 • 49
UniCorn: Towards Self-Improving Unified Multimodal Models through Self-Generated Supervision Paper • 2601.03193 • Published Jan 6 • 49