SpursGoZmy / Table-LLaVALinks
Dataset and Code for our ACL 2024 paper: "Multimodal Table Understanding". We propose the first large-scale Multimodal IFT and Pre-Train Dataset for table understanding and develop a generalist tabular MLLM named Table-LLaVA.
☆220Updated 6 months ago
Alternatives and similar repositories for Table-LLaVA
Users that are interested in Table-LLaVA are comparing it to the libraries listed below
Sorting:
- Document Artifical Intelligence☆194Updated 2 months ago
- [ACM'MM 2024 Oral] Official code for "OneChart: Purify the Chart Structural Extraction via One Auxiliary Token"☆256Updated 8 months ago
- ☆142Updated last year
- official code for "Fox: Focus Anywhere for Fine-grained Multi-page Document Understanding"☆191Updated last year
- 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…☆228Updated 6 months ago
- 【ArXiv】PDF-Wukong: A Large Multimodal Model for Efficient Long PDF Reading with End-to-End Sparse Sampling☆128Updated 6 months ago
- ☆251Updated 2 years ago
- Official Repository of MMLONGBENCH-DOC: Benchmarking Long-context Document Understanding with Visualizations☆112Updated 2 months ago
- A Toolkit for Table-based Question Answering☆115Updated 2 years ago
- Repo for Benchmarking Multimodal Retrieval Augmented Generation with Dynamic VQA Dataset and Self-adaptive Planning Agent☆400Updated 7 months ago
- The huggingface implementation of Fine-grained Late-interaction Multi-modal Retriever.☆104Updated 6 months ago
- Vary-tiny codebase upon LAVIS （for training from scratch）and a PDF image-text pairs data (about 600k including English/Chinese)☆86Updated last year
- Repo for "VRAG-RL: Empower Vision-Perception-Based RAG for Visually Rich Information Understanding via Iterative Reasoning with Reinforce…☆412Updated 2 months ago
- [ACL 2024] ChartAssistant is a chart-based vision-language model for universal chart comprehension and reasoning.☆131Updated last year
- ☆383Updated 10 months ago
- On the Hidden Mystery of OCR in Large Multimodal Models (OCRBench)☆771Updated 5 months ago
- This is the official repository for Retrieval Augmented Visual Question Answering☆242Updated last year
- [NAACL 2024] MMC: Advancing Multimodal Chart Understanding with LLM Instruction Tuning☆96Updated 11 months ago
- ☆231Updated 8 months ago
- ☆108Updated last month
- ☆99Updated 11 months ago
- This repository is the codebase of TabPedia: Towards Comprehensive Visual Table Understanding with Concept Synergy☆49Updated last year
- A Survey of Multimodal Retrieval-Augmented Generation☆20Updated last month
- TableLLM: Enabling Tabular Data Manipulation by LLMs in Real Office Usage Scenarios☆238Updated 4 months ago
- ☆205Updated 8 months ago
- PDF Parsing Tool: GOT's vLLM acceleration implementation, MinerU for layout recognition, and GOT for table formula parsing.☆65Updated last year
- MDocAgent: A Multi-Modal Multi-Agent Framework for Document Understanding☆264Updated 4 months ago
- An implementation of "M3DOCRAG: Multi-modal Retrieval is What You Need for Multi-page Multi-document Understanding" by Jaemin Cho, Debanj…☆47Updated last year
- A minimal codebase for finetuning large multimodal models, supporting llava-1.5/1.6, llava-interleave, llava-next-video, llava-onevision,…☆359Updated last week
- [CVPR'24] RLHF-V: Towards Trustworthy MLLMs via Behavior Alignment from Fine-grained Correctional Human Feedback☆299Updated last year