aim-uofa / Omni-R1Links
[NeurIPS 2025] Official Repo of Omni-R1: Reinforcement Learning for Omnimodal Reasoning via Two-System Collaboration
☆105Updated last month
Alternatives and similar repositories for Omni-R1
Users that are interested in Omni-R1 are comparing it to the libraries listed below
Sorting:
- SpaceR: The first MLLM empowered by SG-RLVR for video spatial reasoning☆102Updated 6 months ago
- Official release of "Spatial-SSRL: Enhancing Spatial Understanding via Self-Supervised Reinforcement Learning"☆102Updated 2 weeks ago
- Machine Mental Imagery: Empower Multimodal Reasoning with Latent Visual Tokens (arXiv 2025)☆222Updated 5 months ago
- Incentivizing "Thinking with Long Videos" via Native Tool Calling☆166Updated this week
- Cambrian-S: Towards Spatial Supersensing in Video☆468Updated 2 weeks ago
- The official code of "Thinking With Videos: Multimodal Tool-Augmented Reinforcement Learning for Long Video Reasoning"☆75Updated 2 months ago
- Pixel-Level Reasoning Model trained with RL [NeuIPS25]☆260Updated 2 months ago
- Ego-R1: Chain-of-Tool-Thought for Ultra-Long Egocentric Video Reasoning☆134Updated 4 months ago
- https://huggingface.co/datasets/multimodal-reasoning-lab/Zebra-CoT☆112Updated 2 months ago
- [ICCV'25] Ross3D: Reconstructive Visual Instruction Tuning with 3D-Awareness☆63Updated 5 months ago
- ACTIVE-O3: Empowering Multimodal Large Language Models with Active Perception via GRPO☆76Updated last month
- [ICLR'25] Reconstructive Visual Instruction Tuning☆133Updated 9 months ago
- UniVG-R1: Reasoning Guided Universal Visual Grounding with Reinforcement Learning☆151Updated 7 months ago
- Official repo of paper "Reconstruction Alignment Improves Unified Multimodal Models". Unlocking the Massive Zero-shot Potential in Unifie…☆343Updated this week
- Video-Holmes: Can MLLM Think Like Holmes for Complex Video Reasoning?☆85Updated 5 months ago
- MetaSpatial leverages reinforcement learning to enhance 3D spatial reasoning in vision-language models (VLMs), enabling more structured, …☆198Updated 8 months ago
- [NeurIPS 2025] Reinforcing Spatial Reasoning in Vision-Language Models with Interwoven Thinking and Visual Drawing☆87Updated 5 months ago
- Official repository of 'ScaleCap: Inference-Time Scalable Image Captioning via Dual-Modality Debiasing’☆58Updated 6 months ago
- ☆116Updated 2 months ago
- Holistic Evaluation of Multimodal LLMs on Spatial Intelligence☆57Updated this week
- ☆93Updated 3 weeks ago
- ☆57Updated 4 months ago
- TokLIP: Marry Visual Tokens to CLIP for Multimodal Comprehension and Generation☆235Updated 4 months ago
- [AAAI 2026] GenMAC for Compositional Text-to-Video Generation☆30Updated this week
- [CVPR2025] BOLT: Boost Large Vision-Language Model Without Training for Long-form Video Understanding☆36Updated 9 months ago
- ☆132Updated 9 months ago
- [ICCV2025]Code Release of Harmonizing Visual Representations for Unified Multimodal Understanding and Generation☆184Updated 7 months ago
- Thinking with Videos from Open-Source Priors. We reproduce chain-of-frames visual reasoning by fine-tuning open-source video models. Give…☆202Updated 2 months ago
- A collection of awesome think with videos papers.☆76Updated last month
- A framework for unified personalized model, achieving mutual enhancement between personalized understanding and generation. Demonstrating…☆129Updated 2 weeks ago