UMM-Reflection Collection Learning Native Reflection in Unified Models: SFT and RL checkpoints of BAGEL-7B-MoT and the reflection-SFT data. • 3 items • Updated 2 days ago • 7
TraceDance: An Automated System for Building Agent Behavior Benchmarks from Real-World Agent Deployment Traces Paper • 2609.33295 • Published 3 days ago • 58
PackLab: A Comprehensive Framework for Developing, Training, and Evaluating MLLMs in Robotic Bin Packing Paper • 2609.23784 • Published 10 days ago • 14
JavisGPT: A Unified Multi-modal LLM for Sounding-Video Comprehension and Generation Paper • 2512.22905 • Published Dec 28, 2025 • 20
StereoPilot: Learning Unified and Efficient Stereo Conversion via Generative Priors Paper • 2512.16915 • Published Dec 18, 2025 • 38
OPV: Outcome-based Process Verifier for Efficient Long Chain-of-Thought Verification Paper • 2512.10756 • Published Dec 11, 2025 • 36
UltraFlux: Data-Model Co-Design for High-quality Native 4K Text-to-Image Generation across Diverse Aspect Ratios Paper • 2511.18050 • Published Nov 22, 2025 • 38
VIDEOP2R: Video Understanding from Perception to Reasoning Paper • 2511.11113 • Published Nov 14, 2025 • 113
UniVA: Universal Video Agent towards Open-Source Next-Generation Video Generalist Paper • 2511.08521 • Published Nov 11, 2025 • 39
MaPPO: Maximum a Posteriori Preference Optimization with Prior Knowledge Paper • 2507.21183 • Published Jul 27, 2025 • 15