Molmo2: Open Weights and Data for Vision-Language Models with Video Understanding and Grounding Paper • 2601.10611 • Published 1 day ago • 15
Watching, Reasoning, and Searching: A Video Deep Research Benchmark on Open Web for Agentic Video Reasoning Paper • 2601.06943 • Published 5 days ago • 201
Vision-Language-Action Models for Autonomous Driving: Past, Present, and Future Paper • 2512.16760 • Published 29 days ago • 13
LLaDA2.0: Scaling Up Diffusion Language Models to 100B Paper • 2512.15745 • Published Dec 10, 2025 • 78
RecTok: Reconstruction Distillation along Rectified Flow Paper • 2512.13421 • Published Dec 15, 2025 • 4
Does Hearing Help Seeing? Investigating Audio-Video Joint Denoising for Video Generation Paper • 2512.02457 • Published Dec 2, 2025 • 13
Can World Simulators Reason? Gen-ViRe: A Generative Visual Reasoning Benchmark Paper • 2511.13853 • Published Nov 17, 2025 • 34
MMaDA-Parallel: Multimodal Large Diffusion Language Models for Thinking-Aware Editing and Generation Paper • 2511.09611 • Published Nov 12, 2025 • 69
PairUni: Pairwise Training for Unified Multimodal Language Models Paper • 2510.25682 • Published Oct 29, 2025 • 13
Are Video Models Ready as Zero-Shot Reasoners? An Empirical Study with the MME-CoF Benchmark Paper • 2510.26802 • Published Oct 30, 2025 • 33
Emu3.5: Native Multimodal Models are World Learners Paper • 2510.26583 • Published Oct 30, 2025 • 108
MERIT: Multilingual Semantic Retrieval with Interleaved Multi-Condition Query Paper • 2506.03144 • Published Jun 3, 2025 • 7
Open-o3 Video: Grounded Video Reasoning with Explicit Spatio-Temporal Evidence Paper • 2510.20579 • Published Oct 23, 2025 • 55
Grasp Any Region: Towards Precise, Contextual Pixel Understanding for Multimodal LLMs Paper • 2510.18876 • Published Oct 21, 2025 • 36
Sa2VA Model Zoo Collection Huggingace Model Zoo For Sa2VA: Marrying SAM2 with LLaVA for Dense Grounded Understanding of Images and Videos By Bytedance Seed CV Research • 12 items • Updated Nov 27, 2025 • 44
Diffusion Transformers with Representation Autoencoders Paper • 2510.11690 • Published Oct 13, 2025 • 165