SWE-Universe: Scale Real-World Verifiable Environments to Millions Paper • 2602.02361 • Published 12 days ago • 59
Molmo2: Open Weights and Data for Vision-Language Models with Video Understanding and Grounding Paper • 2601.10611 • Published about 1 month ago • 28
DanQing: An Up-to-Date Large-Scale Chinese Vision-Language Pre-training Dataset Paper • 2601.10305 • Published about 1 month ago • 36
DeepResearchEval: An Automated Framework for Deep Research Task Construction and Agentic Evaluation Paper • 2601.09688 • Published Jan 14 • 126
Qwen3-VL-Embedding and Qwen3-VL-Reranker: A Unified Framework for State-of-the-Art Multimodal Retrieval and Ranking Paper • 2601.04720 • Published Jan 8 • 55
Reward Forcing: Efficient Streaming Video Generation with Rewarded Distribution Matching Distillation Paper • 2512.04678 • Published Dec 4, 2025 • 42
LongVT: Incentivizing "Thinking with Long Videos" via Native Tool Calling Paper • 2511.20785 • Published Nov 25, 2025 • 185
Stabilizing Reinforcement Learning with LLMs: Formulation and Practices Paper • 2512.01374 • Published Dec 1, 2025 • 105
OpenMMReasoner: Pushing the Frontiers for Multimodal Reasoning with an Open and General Recipe Paper • 2511.16334 • Published Nov 20, 2025 • 93
Lumine: An Open Recipe for Building Generalist Agents in 3D Open Worlds Paper • 2511.08892 • Published Nov 12, 2025 • 209
UniME-V2: MLLM-as-a-Judge for Universal Multimodal Embedding Learning Paper • 2510.13515 • Published Oct 15, 2025 • 12
LLaVA-OneVision-1.5: Fully Open Framework for Democratized Multimodal Training Paper • 2509.23661 • Published Sep 28, 2025 • 48
Gradient-Attention Guided Dual-Masking Synergetic Framework for Robust Text-based Person Retrieval Paper • 2509.09118 • Published Sep 11, 2025 • 8
Region-based Cluster Discrimination for Visual Representation Learning Paper • 2507.20025 • Published Jul 26, 2025 • 19
MiroMind-M1: An Open-Source Advancement in Mathematical Reasoning via Context-Aware Multi-Stage Policy Optimization Paper • 2507.14683 • Published Jul 19, 2025 • 134