swordlidev / Evaluation-Multimodal-LLMs-SurveyLinks
A Survey on Benchmarks of Multimodal Large Language Models
☆145Updated 5 months ago
Alternatives and similar repositories for Evaluation-Multimodal-LLMs-Survey
Users that are interested in Evaluation-Multimodal-LLMs-Survey are comparing it to the libraries listed below
Sorting:
- [ECCV 2024] Paying More Attention to Image: A Training-Free Method for Alleviating Hallucination in LVLMs☆151Updated last year
- MME-CoT: Benchmarking Chain-of-Thought in LMMs for Reasoning Quality, Robustness, and Efficiency☆135Updated 3 months ago
- ☆151Updated 9 months ago
- [ICLR 2025] MLLM can see? Dynamic Correction Decoding for Hallucination Mitigation☆121Updated 2 months ago
- A Comprehensive Survey on Evaluating Reasoning Capabilities in Multimodal Large Language Models.☆70Updated 8 months ago
- [NeurIPS 2024] This repo contains evaluation code for the paper "Are We on the Right Way for Evaluating Large Vision-Language Models"☆201Updated last year
- [CVPR 2024] Official Code for the Paper "Compositional Chain-of-Thought Prompting for Large Multimodal Models"☆142Updated last year
- VoCoT: Unleashing Visually Grounded Multi-Step Reasoning in Large Multi-Modal Models☆77Updated last year
- [NeurIPS2024] Repo for the paper `ControlMLLM: Training-Free Visual Prompt Learning for Multimodal Large Language Models'☆199Updated 4 months ago
- ☆84Updated last year
- ✨✨ [ICLR 2025] MME-RealWorld: Could Your Multimodal LLM Challenge High-Resolution Real-World Scenarios that are Difficult for Humans?☆146Updated last month
- The Next Step Forward in Multimodal LLM Alignment☆189Updated 7 months ago
- A Self-Training Framework for Vision-Language Reasoning☆87Updated 10 months ago
- [NeurIPS 2025 Spotlight] Think or Not Think: A Study of Explicit Thinking in Rule-Based Visual Reinforcement Fine-Tuning☆74Updated 2 months ago
- [ICML 2024] | MMT-Bench: A Comprehensive Multimodal Benchmark for Evaluating Large Vision-Language Models Towards Multitask AGI☆115Updated last year
- [TMLR 25] SFT or RL? An Early Investigation into Training R1-Like Reasoning Large Vision-Language Models☆143Updated last month
- [NeurIPS 2025] NoisyRollout: Reinforcing Visual Reasoning with Data Augmentation☆98Updated 2 months ago
- ☆25Updated last year
- Official repository of MMDU dataset☆98Updated last year
- A RLHF Infrastructure for Vision-Language Models☆187Updated last year
- [CVPR2025 Highlight] Insight-V: Exploring Long-Chain Visual Reasoning with Multimodal Large Language Models☆229Updated 3 weeks ago
- This repository will continuously update the latest papers, technical reports, benchmarks about multimodal reasoning!☆52Updated 8 months ago
- [ICML 2025] Official implementation of paper 'Look Twice Before You Answer: Memory-Space Visual Retracing for Hallucination Mitigation in…☆172Updated 2 months ago
- Latest Advances on (RL based) Multimodal Reasoning and Generation in Multimodal Large Language Models☆43Updated last month
- [EMNLP'23] The official GitHub page for ''Evaluating Object Hallucination in Large Vision-Language Models''☆99Updated 3 months ago
- [CVPR'24] RLHF-V: Towards Trustworthy MLLMs via Behavior Alignment from Fine-grained Correctional Human Feedback☆298Updated last year
- The official GitHub page for ''Evaluating Object Hallucination in Large Vision-Language Models''☆231Updated 3 months ago
- R1-Vision: Let's first take a look at the image☆48Updated 9 months ago
- Official code of *Virgo: A Preliminary Exploration on Reproducing o1-like MLLM*☆109Updated 6 months ago
- [EMNLP 2024] mDPO: Conditional Preference Optimization for Multimodal Large Language Models.☆83Updated last year