vis-nlp / UniChartLinks
☆85Updated last year
Alternatives and similar repositories for UniChart
Users that are interested in UniChart are comparing it to the libraries listed below
Sorting:
- [NAACL 2024] MMC: Advancing Multimodal Chart Understanding with LLM Instruction Tuning☆95Updated last year
- [NeurIPS 2024] CharXiv: Charting Gaps in Realistic Chart Understanding in Multimodal LLMs☆140Updated 9 months ago
- [ACL 2024] ChartAssistant is a chart-based vision-language model for universal chart comprehension and reasoning.☆132Updated last year
- ☆238Updated 9 months ago
- Official Repository of MMLONGBENCH-DOC: Benchmarking Long-context Document Understanding with Visualizations☆120Updated 4 months ago
- ☆124Updated last year
- Dataset introduced in PlotQA: Reasoning over Scientific Plots☆82Updated 2 years ago
- Code for Math-LLaVA: Bootstrapping Mathematical Reasoning for Multimodal Large Language Models☆92Updated last year
- Official code for paper "UniIR: Training and Benchmarking Universal Multimodal Information Retrievers" (ECCV 2024)☆177Updated last year
- MultiInstruct: Improving Multi-Modal Zero-Shot Learning via Instruction Tuning☆134Updated 2 years ago
- ☆101Updated 2 years ago
- A curated list of recent and past chart understanding work based on our IEEE TKDE survey paper: From Pixels to Insights: A Survey on Auto…☆231Updated last month
- The huggingface implementation of Fine-grained Late-interaction Multi-modal Retriever.☆105Updated 8 months ago
- [ICLR 2025] ChartMimic: Evaluating LMM’s Cross-Modal Reasoning Capability via Chart-to-Code Generation☆131Updated last month
- An benchmark for evaluating the capabilities of large vision-language models (LVLMs)☆46Updated 2 years ago
- [NeurIPS 2024] MATH-Vision dataset and code to measure multimodal mathematical reasoning capabilities.☆128Updated 8 months ago
- SlideVQA: A Dataset for Document Visual Question Answering on Multiple Images (AAAI2023)☆104Updated 10 months ago
- MLLM-Bench: Evaluating Multimodal LLMs with Per-sample Criteria☆72Updated last year
- [NeurIPS 2024] Needle In A Multimodal Haystack (MM-NIAH): A comprehensive benchmark designed to systematically evaluate the capability of…☆123Updated last year
- A bug-free and improved implementation of LLaVA-UHD, based on the code from the official repo☆34Updated last year
- ☆69Updated 2 years ago
- Official PyTorch Implementation of MLLM Is a Strong Reranker: Advancing Multimodal Retrieval-augmented Generation via Knowledge-enhanced …☆91Updated last year
- The proposed simulated dataset consisting of 9,536 charts and associated data annotations in CSV format.☆26Updated last year
- ☆37Updated 3 weeks ago
- InstructionGPT-4☆42Updated 2 years ago
- MTVQA: Benchmarking Multilingual Text-Centric Visual Question Answering. A comprehensive evaluation of multimodal large model multilingua…☆63Updated 8 months ago
- The codebase for our EMNLP24 paper: Multimodal Self-Instruct: Synthetic Abstract Image and Visual Reasoning Instruction Using Language Mo…☆86Updated last year
- MM-Vet: Evaluating Large Multimodal Models for Integrated Capabilities (ICML 2024)☆321Updated last year
- [ICML 2024] | MMT-Bench: A Comprehensive Multimodal Benchmark for Evaluating Large Vision-Language Models Towards Multitask AGI☆116Updated last year
- [CVPR'24] RLHF-V: Towards Trustworthy MLLMs via Behavior Alignment from Fine-grained Correctional Human Feedback☆306Updated last year