HC-Guo / Awesome-Multimodal-Chain-of-ThoughtLinks
Collection of papers and repos for multimodal chain-of-thought
☆89Updated last year
Alternatives and similar repositories for Awesome-Multimodal-Chain-of-Thought
Users that are interested in Awesome-Multimodal-Chain-of-Thought are comparing it to the libraries listed below
Sorting:
- A Survey on Benchmarks of Multimodal Large Language Models☆145Updated 6 months ago
- ☆109Updated last year
- Awesome Reasoning in MLLMs: Papers and Projects about learning to reason with MLLMs, including Chain-of-Thought (CoT), OpenAl o1, and Dee…☆61Updated 10 months ago
- [CVPR2025 Highlight] Insight-V: Exploring Long-Chain Visual Reasoning with Multimodal Large Language Models☆232Updated 2 months ago
- [ECCV 2024] Paying More Attention to Image: A Training-Free Method for Alleviating Hallucination in LVLMs☆161Updated last year
- A RLHF Infrastructure for Vision-Language Models☆193Updated last year
- This project aims to collect and collate various datasets for multimodal large model training, including but not limited to pre-training …☆65Updated 8 months ago
- ☆154Updated 11 months ago
- Interleaving Reasoning: Next-Generation Reasoning Systems for AGI☆236Updated 3 months ago
- The Next Step Forward in Multimodal LLM Alignment☆195Updated 8 months ago
- Beyond Hallucinations: Enhancing LVLMs through Hallucination-Aware Direct Preference Optimization☆99Updated last year
- [NeurIPS 2024] This repo contains evaluation code for the paper "Are We on the Right Way for Evaluating Large Vision-Language Models"☆202Updated last year
- DeepPerception: Advancing R1-like Cognitive Visual Perception in MLLMs for Knowledge-Intensive Visual Grounding☆66Updated 7 months ago
- This repository will continuously update the latest papers, technical reports, benchmarks about multimodal reasoning!☆53Updated 10 months ago
- ☆87Updated last year
- [EMNLP'23] The official GitHub page for ''Evaluating Object Hallucination in Large Vision-Language Models''☆102Updated 5 months ago
- Official repository of MMDU dataset☆102Updated last year
- VoCoT: Unleashing Visually Grounded Multi-Step Reasoning in Large Multi-Modal Models☆77Updated last year
- [TMLR 25] SFT or RL? An Early Investigation into Training R1-Like Reasoning Large Vision-Language Models☆146Updated 3 months ago
- MMR1: Enhancing Multimodal Reasoning with Variance-Aware Sampling and Open Resources☆212Updated 3 months ago
- [TMLR] Public code repo for paper "A Single Transformer for Scalable Vision-Language Modeling"☆147Updated last year
- [ICML 2024] | MMT-Bench: A Comprehensive Multimodal Benchmark for Evaluating Large Vision-Language Models Towards Multitask AGI☆116Updated last year
- Less is More: Mitigating Multimodal Hallucination from an EOS Decision Perspective (ACL 2024)☆58Updated last year
- [NeurIPS 2025] NoisyRollout: Reinforcing Visual Reasoning with Data Augmentation☆104Updated 4 months ago
- 🔥CVPR 2025 Multimodal Large Language Models Paper List☆154Updated 10 months ago
- A Comprehensive Survey on Evaluating Reasoning Capabilities in Multimodal Large Language Models.☆71Updated 10 months ago
- Code for DeCo: Decoupling token compression from semanchc abstraction in multimodal large language models☆76Updated 6 months ago
- MME-CoT: Benchmarking Chain-of-Thought in LMMs for Reasoning Quality, Robustness, and Efficiency☆137Updated 5 months ago
- [CVPR 2024] Official Code for the Paper "Compositional Chain-of-Thought Prompting for Large Multimodal Models"☆145Updated last year
- Codes for Visual Sketchpad: Sketching as a Visual Chain of Thought for Multimodal Language Models☆276Updated 5 months ago