OpenGVLab / MMT-BenchLinks
[ICML 2024] | MMT-Bench: A Comprehensive Multimodal Benchmark for Evaluating Large Vision-Language Models Towards Multitask AGI
☆116Updated last year
Alternatives and similar repositories for MMT-Bench
Users that are interested in MMT-Bench are comparing it to the libraries listed below
Sorting:
- [NeurIPS 2024] Needle In A Multimodal Haystack (MM-NIAH): A comprehensive benchmark designed to systematically evaluate the capability of…☆122Updated last year
- Official repository of MMDU dataset☆103Updated last year
- ☆101Updated 2 years ago
- Harnessing 1.4M GPT4V-synthesized Data for A Lite Vision-Language Model☆281Updated last year
- [NeurIPS 2024] This repo contains evaluation code for the paper "Are We on the Right Way for Evaluating Large Vision-Language Models"☆203Updated last year
- A RLHF Infrastructure for Vision-Language Models☆195Updated last year
- Beyond Hallucinations: Enhancing LVLMs through Hallucination-Aware Direct Preference Optimization☆100Updated 2 years ago
- ✨✨ [ICLR 2025] MME-RealWorld: Could Your Multimodal LLM Challenge High-Resolution Real-World Scenarios that are Difficult for Humans?☆152Updated 3 months ago
- [COLM'25] Official implementation of the Law of Vision Representation in MLLMs☆176Updated 4 months ago
- [ICLR'24] Mitigating Hallucination in Large Multi-Modal Models via Robust Instruction Tuning☆296Updated last year
- [CVPR'24] RLHF-V: Towards Trustworthy MLLMs via Behavior Alignment from Fine-grained Correctional Human Feedback☆306Updated last year
- Official Repo of "MMBench: Is Your Multi-modal Model an All-around Player?"☆285Updated 8 months ago
- VoCoT: Unleashing Visually Grounded Multi-Step Reasoning in Large Multi-Modal Models☆77Updated last year
- ☆155Updated last year
- A collection of visual instruction tuning datasets.☆76Updated last year
- ☆218Updated last year
- ☆82Updated last year
- MMR1: Enhancing Multimodal Reasoning with Variance-Aware Sampling and Open Resources☆214Updated 4 months ago
- A Survey on Benchmarks of Multimodal Large Language Models☆147Updated 7 months ago
- [TMLR 25] SFT or RL? An Early Investigation into Training R1-Like Reasoning Large Vision-Language Models☆149Updated 3 months ago
- [TMLR] Public code repo for paper "A Single Transformer for Scalable Vision-Language Modeling"☆147Updated last year
- Official code of *Virgo: A Preliminary Exploration on Reproducing o1-like MLLM*☆109Updated 8 months ago
- MME-CoT: Benchmarking Chain-of-Thought in LMMs for Reasoning Quality, Robustness, and Efficiency☆137Updated 6 months ago
- The official code of "VL-Rethinker: Incentivizing Self-Reflection of Vision-Language Models with Reinforcement Learning" [NeurIPS25]☆180Updated 8 months ago
- [SCIS 2024] The official implementation of the paper "MMInstruct: A High-Quality Multi-Modal Instruction Tuning Dataset with Extensive Di…☆62Updated last year
- [ICCV 2025 Highlight] The official repository for "2.5 Years in Class: A Multimodal Textbook for Vision-Language Pretraining"☆191Updated 10 months ago
- 【NeurIPS 2024】Dense Connector for MLLMs☆180Updated last year
- (ACL 2025) MAmmoTH-VL: Eliciting Multimodal Reasoning with Instruction Tuning at Scale☆49Updated 8 months ago
- Official code for Paper "Mantis: Multi-Image Instruction Tuning" [TMLR 2024 Best Paper]☆238Updated last month
- ☆110Updated last year