Wild-Cooperation-Hub / Awesome-MLLM-Reasoning-BenchmarksLinks
A Comprehensive Survey on Evaluating Reasoning Capabilities in Multimodal Large Language Models.
☆71Updated 9 months ago
Alternatives and similar repositories for Awesome-MLLM-Reasoning-Benchmarks
Users that are interested in Awesome-MLLM-Reasoning-Benchmarks are comparing it to the libraries listed below
Sorting:
- Collections of Papers and Projects for Multimodal Reasoning.☆106Updated 8 months ago
- ☆153Updated 10 months ago
- This repository will continuously update the latest papers, technical reports, benchmarks about multimodal reasoning!☆53Updated 9 months ago
- ☆111Updated 3 months ago
- VoCoT: Unleashing Visually Grounded Multi-Step Reasoning in Large Multi-Modal Models☆77Updated last year
- Latest Advances on (RL based) Multimodal Reasoning and Generation in Multimodal Large Language Models☆43Updated last month
- Latest open-source "Thinking with images" (O3/O4-mini) papers, covering training-free, SFT-based, and RL-enhanced methods for "fine-grain…☆107Updated 4 months ago
- This repository is the official implementation of "Look-Back: Implicit Visual Re-focusing in MLLM Reasoning".☆76Updated 5 months ago
- MME-CoT: Benchmarking Chain-of-Thought in LMMs for Reasoning Quality, Robustness, and Efficiency☆135Updated 4 months ago
- [CVPR' 25] Interleaved-Modal Chain-of-Thought☆103Updated 3 weeks ago
- [ACM MM 2025] TimeChat-online: 80% Visual Tokens are Naturally Redundant in Streaming Videos☆101Updated 2 weeks ago
- [ICML 2025] Official implementation of paper 'Look Twice Before You Answer: Memory-Space Visual Retracing for Hallucination Mitigation in…☆178Updated 3 months ago
- 🔥CVPR 2025 Multimodal Large Language Models Paper List☆153Updated 9 months ago
- [NeurIPS 2025] MINT-CoT: Enabling Interleaved Visual Tokens in Mathematical Chain-of-Thought Reasoning☆93Updated 3 months ago
- [NeurIPS2024] Repo for the paper `ControlMLLM: Training-Free Visual Prompt Learning for Multimodal Large Language Models'☆201Updated 5 months ago
- [LLaVA-Video-R1]✨First Adaptation of R1 to LLaVA-Video (2025-03-18)☆36Updated 7 months ago
- ☆54Updated 3 weeks ago
- ☆85Updated last year
- A Survey on Benchmarks of Multimodal Large Language Models☆145Updated 5 months ago
- Interleaving Reasoning: Next-Generation Reasoning Systems for AGI☆228Updated 2 months ago
- Official repo for "PAPO: Perception-Aware Policy Optimization for Multimodal Reasoning"☆108Updated 2 weeks ago
- [ICLR 2025] MLLM can see? Dynamic Correction Decoding for Hallucination Mitigation☆127Updated 3 months ago
- ☆129Updated last month
- [ECCV 2024] Paying More Attention to Image: A Training-Free Method for Alleviating Hallucination in LVLMs☆157Updated last year
- Research works from Tencent AI Lab regarding self-evolving agents☆74Updated 4 months ago
- [ICLR'25] Official code for the paper 'MLLMs Know Where to Look: Training-free Perception of Small Visual Details with Multimodal LLMs'☆310Updated 8 months ago
- [Blog 1] Recording a bug of grpo_trainer in some R1 projects☆22Updated 10 months ago
- A Self-Training Framework for Vision-Language Reasoning☆88Updated 11 months ago
- R1-Vision: Let's first take a look at the image☆48Updated 10 months ago
- Less is More: Mitigating Multimodal Hallucination from an EOS Decision Perspective (ACL 2024)☆56Updated last year