OmniTaskonomy: When Does Visual Generation Improve Visual Understanding? Paper • 2609.38079 • Published 7 days ago • 55
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 8 days ago • 7
TraceDance: An Automated System for Building Agent Behavior Benchmarks from Real-World Agent Deployment Traces Paper • 2609.33295 • Published 9 days ago • 72
PackLab: A Comprehensive Framework for Developing, Training, and Evaluating MLLMs in Robotic Bin Packing Paper • 2609.23784 • Published 16 days ago • 16
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
InternVL3: Exploring Advanced Training and Test-Time Recipes for Open-Source Multimodal Models Paper • 2504.10479 • Published Apr 14, 2025 • 312
Insight-V: Exploring Long-Chain Visual Reasoning with Multimodal Large Language Models Paper • 2411.14432 • Published Nov 21, 2024 • 26
Emerging Properties in Unified Multimodal Pretraining Paper • 2505.14683 • Published May 20, 2025 • 136
On Path to Multimodal Generalist: General-Level and General-Bench Paper • 2505.04620 • Published May 7, 2025 • 84
WorldGenBench: A World-Knowledge-Integrated Benchmark for Reasoning-Driven Text-to-Image Generation Paper • 2505.01490 • Published May 2, 2025 • 5
Any2Caption:Interpreting Any Condition to Caption for Controllable Video Generation Paper • 2503.24379 • Published Mar 31, 2025 • 76
view article Article Open-source DeepResearch – Freeing our search agents +3 m-ric, albertvillanova, merve, thomwolf, clefourrier • Feb 4, 2025 • 1.32k