FuxiaoLiu / MMCLinks
[NAACL 2024] MMC: Advancing Multimodal Chart Understanding with LLM Instruction Tuning
☆96Updated 9 months ago
Alternatives and similar repositories for MMC
Users that are interested in MMC are comparing it to the libraries listed below
Sorting:
- Official Repository of MMLONGBENCH-DOC: Benchmarking Long-context Document Understanding with Visualizations☆101Updated last month
- Official code for paper "UniIR: Training and Benchmarking Universal Multimodal Information Retrievers" (ECCV 2024)☆166Updated last year
- [ACL 2024] ChartAssistant is a chart-based vision-language model for universal chart comprehension and reasoning.☆130Updated last year
- MultiInstruct: Improving Multi-Modal Zero-Shot Learning via Instruction Tuning☆134Updated 2 years ago
- Code for Math-LLaVA: Bootstrapping Mathematical Reasoning for Multimodal Large Language Models☆91Updated last year
- [NeurIPS 2024] Needle In A Multimodal Haystack (MM-NIAH): A comprehensive benchmark designed to systematically evaluate the capability of…☆115Updated 11 months ago
- The huggingface implementation of Fine-grained Late-interaction Multi-modal Retriever.☆100Updated 5 months ago
- [NeurIPS 2024] CharXiv: Charting Gaps in Realistic Chart Understanding in Multimodal LLMs☆128Updated 6 months ago
- ☆66Updated last year
- ☆81Updated last year
- MLLM-Bench: Evaluating Multimodal LLMs with Per-sample Criteria☆72Updated last year
- [CVPR'24] RLHF-V: Towards Trustworthy MLLMs via Behavior Alignment from Fine-grained Correctional Human Feedback☆294Updated last year
- Official PyTorch Implementation of MLLM Is a Strong Reranker: Advancing Multimodal Retrieval-augmented Generation via Knowledge-enhanced …☆86Updated 11 months ago
- Harnessing 1.4M GPT4V-synthesized Data for A Lite Vision-Language Model☆275Updated last year
- Official repository of MMDU dataset☆96Updated last year
- This is the official repository for Retrieval Augmented Visual Question Answering☆238Updated 10 months ago
- Evaluation code and datasets for the ACL 2024 paper, VISTA: Visualized Text Embedding for Universal Multi-Modal Retrieval. The original c…☆42Updated 11 months ago
- The proposed simulated dataset consisting of 9,536 charts and associated data annotations in CSV format.☆26Updated last year
- [ICLR'24] Mitigating Hallucination in Large Multi-Modal Models via Robust Instruction Tuning☆287Updated last year
- A RLHF Infrastructure for Vision-Language Models☆185Updated 11 months ago
- ☆100Updated last year
- An benchmark for evaluating the capabilities of large vision-language models (LVLMs)☆45Updated last year
- [ICLR 2025] ChartMimic: Evaluating LMM’s Cross-Modal Reasoning Capability via Chart-to-Code Generation☆124Updated 4 months ago
- [EMNLP 2024] mDPO: Conditional Preference Optimization for Multimodal Large Language Models.☆83Updated 11 months ago
- mPLUG-HalOwl: Multimodal Hallucination Evaluation and Mitigating☆98Updated last year
- MTVQA: Benchmarking Multilingual Text-Centric Visual Question Answering. A comprehensive evaluation of multimodal large model multilingua…☆63Updated 5 months ago
- ☆40Updated 2 years ago
- The codebase for our EMNLP24 paper: Multimodal Self-Instruct: Synthetic Abstract Image and Visual Reasoning Instruction Using Language Mo…☆83Updated 9 months ago
- A bug-free and improved implementation of LLaVA-UHD, based on the code from the official repo☆34Updated last year
- [NeurIPS 2024] MATH-Vision dataset and code to measure multimodal mathematical reasoning capabilities.☆119Updated 5 months ago