jinbo0906 / Awesome-MLLM-DatasetsLinks
This project aims to collect and collate various datasets for multimodal large model training, including but not limited to pre-training data, instruction fine-tuning data, and In-Context learning data.
☆58Updated 5 months ago
Alternatives and similar repositories for Awesome-MLLM-Datasets
Users that are interested in Awesome-MLLM-Datasets are comparing it to the libraries listed below
Sorting:
- Offical Repository of "AtomThink: Multimodal Slow Thinking with Atomic Step Reasoning"☆56Updated 2 months ago
- SFT or RL? An Early Investigation into Training R1-Like Reasoning Large Vision-Language Models☆137Updated 2 weeks ago
- MMR1: Enhancing Multimodal Reasoning with Variance-Aware Sampling and Open Resources☆205Updated last month
- [ACM MM25] The official code of "Breaking the Modality Barrier: Universal Embedding Learning with Multimodal LLMs"☆94Updated 2 months ago
- MMSearch-R1 is an end-to-end RL framework that enables LMMs to perform on-demand, multi-turn search with real-world multimodal search too…☆340Updated 2 months ago
- [ICML 2024] | MMT-Bench: A Comprehensive Multimodal Benchmark for Evaluating Large Vision-Language Models Towards Multitask AGI☆114Updated last year
- Official repository of MMDU dataset☆96Updated last year
- MME-CoT: Benchmarking Chain-of-Thought in LMMs for Reasoning Quality, Robustness, and Efficiency☆132Updated 2 months ago
- [NeurIPS 2024] Needle In A Multimodal Haystack (MM-NIAH): A comprehensive benchmark designed to systematically evaluate the capability of…☆115Updated 11 months ago
- This repository contains the code for SFT, RLHF, and DPO, designed for vision-based LLMs, including the LLaVA models and the LLaMA-3.2-vi…☆115Updated 4 months ago
- Official code of *Virgo: A Preliminary Exploration on Reproducing o1-like MLLM*☆109Updated 5 months ago
- A Survey on Benchmarks of Multimodal Large Language Models☆143Updated 3 months ago
- ✨✨ [ICLR 2025] MME-RealWorld: Could Your Multimodal LLM Challenge High-Resolution Real-World Scenarios that are Difficult for Humans?☆135Updated last week
- Official PyTorch Implementation of MLLM Is a Strong Reranker: Advancing Multimodal Retrieval-augmented Generation via Knowledge-enhanced …☆86Updated 11 months ago
- The Next Step Forward in Multimodal LLM Alignment☆184Updated 5 months ago
- The huggingface implementation of Fine-grained Late-interaction Multi-modal Retriever.☆100Updated 4 months ago
- Parameter-Efficient Fine-Tuning for Foundation Models☆96Updated 6 months ago
- ☆95Updated 9 months ago
- Paper collections of multi-modal LLM for Math/STEM/Code.☆129Updated this week
- InstructionGPT-4☆42Updated last year
- ☆91Updated last year
- A RLHF Infrastructure for Vision-Language Models☆185Updated 11 months ago
- An Arena-style Automated Evaluation Benchmark for Detailed Captioning☆56Updated 4 months ago
- [CVPR 2024] Official Code for the Paper "Compositional Chain-of-Thought Prompting for Large Multimodal Models"☆139Updated last year
- ☆84Updated last year
- The codebase for our EMNLP24 paper: Multimodal Self-Instruct: Synthetic Abstract Image and Visual Reasoning Instruction Using Language Mo…☆83Updated 9 months ago
- [ICCV 2025 Highlight] The official repository for "2.5 Years in Class: A Multimodal Textbook for Vision-Language Pretraining"☆174Updated 7 months ago
- Harnessing 1.4M GPT4V-synthesized Data for A Lite Vision-Language Model☆275Updated last year
- A Comprehensive Survey on Evaluating Reasoning Capabilities in Multimodal Large Language Models.☆69Updated 7 months ago
- Official Repository of MMLONGBENCH-DOC: Benchmarking Long-context Document Understanding with Visualizations☆101Updated last month