Beyond the Current Observation: Evaluating Multimodal Large Language Models in Controllable Non-Markov Games Paper • 2606.19338 • Published 6 days ago • 46
JoyAI-VL-Interaction: Real-Time Vision-Language Interaction Intelligence Paper • 2606.14777 • Published 13 days ago • 197
OVO-S-Bench: A Hierarchical Benchmark for Streaming Spatial Intelligence in Multimodal LLMs Paper • 2606.03890 • Published 21 days ago • 31
WildClawBench: A Benchmark for Real-World, Long-Horizon Agent Evaluation Paper • 2605.10912 • Published May 11 • 46
Listwise Policy Optimization: Group-based RLVR as Target-Projection on the LLM Response Simplex Paper • 2605.06139 • Published May 7 • 69
UniGenDet: A Unified Generative-Discriminative Framework for Co-Evolutionary Image Generation and Generated Image Detection Paper • 2604.21904 • Published Apr 23 • 4
MinerU-Diffusion: Rethinking Document OCR as Inverse Rendering via Diffusion Decoding Paper • 2603.22458 • Published Mar 23 • 138
DeepGen 1.0: A Lightweight Unified Multimodal Model for Advancing Image Generation and Editing Paper • 2602.12205 • Published Feb 13 • 83
Skyra: AI-Generated Video Detection via Grounded Artifact Reasoning Paper • 2512.15693 • Published Dec 17, 2025 • 18
ARM-Thinker: Reinforcing Multimodal Generative Reward Models with Agentic Tool Use and Visual Reasoning Paper • 2512.05111 • Published Dec 4, 2025 • 50
ViSAudio: End-to-End Video-Driven Binaural Spatial Audio Generation Paper • 2512.03036 • Published Dec 2, 2025 • 22
Think Visually, Reason Textually: Vision-Language Synergy in ARC Paper • 2511.15703 • Published Nov 19, 2025 • 9
Spatial-SSRL: Enhancing Spatial Understanding via Self-Supervised Reinforcement Learning Paper • 2510.27606 • Published Oct 31, 2025 • 31
STAR-Bench: Probing Deep Spatio-Temporal Reasoning as Audio 4D Intelligence Paper • 2510.24693 • Published Oct 28, 2025 • 19
UniGenBench++: A Unified Semantic Evaluation Benchmark for Text-to-Image Generation Paper • 2510.18701 • Published Oct 21, 2025 • 68
CapRL: Stimulating Dense Image Caption Capabilities via Reinforcement Learning Paper • 2509.22647 • Published Sep 26, 2025 • 37
SEAgent: Self-Evolving Computer Use Agent with Autonomous Learning from Experience Paper • 2508.04700 • Published Aug 6, 2025 • 52
Beyond Fixed: Variable-Length Denoising for Diffusion Large Language Models Paper • 2508.00819 • Published Aug 1, 2025 • 64