MMMU-Benchmark / MMMULinks
This repo contains evaluation code for the paper "MMMU: A Massive Multi-discipline Multimodal Understanding and Reasoning Benchmark for Expert AGI"
☆457Updated last month
Alternatives and similar repositories for MMMU
Users that are interested in MMMU are comparing it to the libraries listed below
Sorting:
- MM-Vet: Evaluating Large Multimodal Models for Integrated Capabilities (ICML 2024)☆303Updated 5 months ago
- Official Repo of "MMBench: Is Your Multi-modal Model an All-around Player?"☆228Updated last month
- MathVista: data, code, and evaluation for Mathematical Reasoning in Visual Contexts☆318Updated 7 months ago
- [CVPR'25 highlight] RLAIF-V: Open-Source AI Feedback Leads to Super GPT-4V Trustworthiness☆383Updated last month
- [CVPR'24] RLHF-V: Towards Trustworthy MLLMs via Behavior Alignment from Fine-grained Correctional Human Feedback☆283Updated 10 months ago
- (CVPR2024)A benchmark for evaluating Multimodal LLMs using multiple-choice questions.☆343Updated 5 months ago
- Aligning LMMs with Factually Augmented RLHF☆368Updated last year
- [CVPR'24] HallusionBench: You See What You Think? Or You Think What You See? An Image-Context Reasoning Benchmark Challenging for GPT-4V(…☆287Updated 7 months ago
- MMICL, a state-of-the-art VLM with the in context learning ability from ICL, PKU☆352Updated last year
- Official code for Paper "Mantis: Multi-Image Instruction Tuning" [TMLR 2024]☆218Updated 3 months ago
- A minimal codebase for finetuning large multimodal models, supporting llava-1.5/1.6, llava-interleave, llava-next-video, llava-onevision,…☆308Updated 4 months ago
- Explore the Multimodal “Aha Moment” on 2B Model☆596Updated 3 months ago
- Long Context Transfer from Language to Vision☆384Updated 3 months ago
- ☆200Updated last year
- Harnessing 1.4M GPT4V-synthesized Data for A Lite Vision-Language Model☆266Updated last year
- A RLHF Infrastructure for Vision-Language Models☆179Updated 7 months ago
- Chatbot Arena meets multi-modality! Multi-Modality Arena allows you to benchmark vision-language models side-by-side while providing imag…☆527Updated last year
- [NeurIPS 2023 Datasets and Benchmarks Track] LAMM: Multi-Modal Large Language Models and Applications as AI Agents☆316Updated last year
- [ICLR'24] Mitigating Hallucination in Large Multi-Modal Models via Robust Instruction Tuning☆282Updated last year
- LLaVA-UHD v2: an MLLM Integrating High-Resolution Semantic Pyramid via Hierarchical Window Transformer☆382Updated 2 months ago
- Paper collections of multi-modal LLM for Math/STEM/Code.☆114Updated this week
- [NeurIPS 2024] CharXiv: Charting Gaps in Realistic Chart Understanding in Multimodal LLMs☆120Updated 2 months ago
- HPT - Open Multimodal LLMs from HyperGAI☆316Updated last year
- Codes for Visual Sketchpad: Sketching as a Visual Chain of Thought for Multimodal Language Models☆242Updated 8 months ago
- MMR1: Advancing the Frontiers of Multimodal Reasoning☆162Updated 3 months ago
- An Easy-to-use, Scalable and High-performance RLHF Framework designed for Multimodal Models.☆135Updated 3 months ago
- [NeurIPS 2024] Needle In A Multimodal Haystack (MM-NIAH): A comprehensive benchmark designed to systematically evaluate the capability of…☆117Updated 7 months ago
- [CVPR 2024 Highlight] OPERA: Alleviating Hallucination in Multi-Modal Large Language Models via Over-Trust Penalty and Retrospection-Allo…☆346Updated 10 months ago
- This repo contains the code for "VLM2Vec: Training Vision-Language Models for Massive Multimodal Embedding Tasks" [ICLR 2025]☆291Updated this week
- Repo for Rho-1: Token-level Data Selection & Selective Pretraining of LLMs.☆428Updated last year