kokolerk / TONLinks
[NeurIPS 2025] Think or Not? Selective Reasoning via Reinforcement Learning for Vision-Language Models
☆44Updated this week
Alternatives and similar repositories for TON
Users that are interested in TON are comparing it to the libraries listed below
Sorting:
- Preference Learning for LLaVA☆51Updated 10 months ago
- Evaluation framework for paper "VisualWebBench: How Far Have Multimodal LLMs Evolved in Web Page Understanding and Grounding?"☆59Updated 11 months ago
- Official repository of the video reasoning benchmark MMR-V. Can Your MLLMs "Think with Video"?☆36Updated 3 months ago
- [Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics]: VisuoThink: Empowering LVLM Reasoning with Mul…☆30Updated 2 months ago
- The codebase for our EMNLP24 paper: Multimodal Self-Instruct: Synthetic Abstract Image and Visual Reasoning Instruction Using Language Mo…☆83Updated 8 months ago
- official code for "BoostStep: Boosting mathematical capability of Large Language Models via improved single-step reasoning"☆36Updated 8 months ago
- The official code of "VL-Rethinker: Incentivizing Self-Reflection of Vision-Language Models with Reinforcement Learning" [NeurIPS25]☆151Updated 4 months ago
- Data and Code for CVPR 2025 paper "MMVU: Measuring Expert-Level Multi-Discipline Video Understanding"☆75Updated 7 months ago
- [NAACL 2025] Source code for MMEvalPro, a more trustworthy and efficient benchmark for evaluating LMMs☆24Updated last year
- Codes for ReFocus: Visual Editing as a Chain of Thought for Structured Image Understanding [ICML 2025]]☆39Updated 2 months ago
- Github repository for "Bring Reason to Vision: Understanding Perception and Reasoning through Model Merging" (ICML 2025)☆74Updated last week
- Official Repository of LatentSeek☆61Updated 3 months ago
- A Self-Training Framework for Vision-Language Reasoning☆86Updated 8 months ago
- [NeurIPS 2025] NoisyRollout: Reinforcing Visual Reasoning with Data Augmentation☆91Updated 2 weeks ago
- [NeurIPS 2024] Calibrated Self-Rewarding Vision Language Models☆80Updated last year
- The official repo for "VisualWebInstruct: Scaling up Multimodal Instruction Data through Web Search" [EMNLP25]☆29Updated last month
- Enhancing Large Vision Language Models with Self-Training on Image Comprehension.☆70Updated last year
- Github repository for "Why Is Spatial Reasoning Hard for VLMs? An Attention Mechanism Perspective on Focus Areas" (ICML 2025)☆46Updated 5 months ago
- ☆21Updated 4 months ago
- Official implementation of "Automated Generation of Challenging Multiple-Choice Questions for Vision Language Model Evaluation" (CVPR 202…☆37Updated 4 months ago
- Official implementation for "MJ-Bench: Is Your Multimodal Reward Model Really a Good Judge for Text-to-Image Generation?"☆47Updated 4 months ago
- [ACL 2025] A Generalizable and Purely Unsupervised Self-Training Framework☆71Updated 4 months ago
- [NAACL 2025 Oral] Multimodal Needle in a Haystack (MMNeedle): Benchmarking Long-Context Capability of Multimodal Large Language Models☆49Updated 5 months ago
- Optimizing Anytime Reasoning via Budget Relative Policy Optimization☆47Updated 2 months ago
- [ICLR2025] MMIU: Multimodal Multi-image Understanding for Evaluating Large Vision-Language Models☆86Updated last year
- Multimodal RewardBench☆51Updated 7 months ago
- [ICML 2025] M-STAR (Multimodal Self-Evolving TrAining for Reasoning) Project. Diving into Self-Evolving Training for Multimodal Reasoning☆69Updated 2 months ago
- ☆108Updated last week
- ☆91Updated 8 months ago
- Official code of *Virgo: A Preliminary Exploration on Reproducing o1-like MLLM*☆109Updated 4 months ago