princeton-nlp / CharXivLinks
[NeurIPS 2024] CharXiv: Charting Gaps in Realistic Chart Understanding in Multimodal LLMs
☆128Updated 6 months ago
Alternatives and similar repositories for CharXiv
Users that are interested in CharXiv are comparing it to the libraries listed below
Sorting:
- Code for Math-LLaVA: Bootstrapping Mathematical Reasoning for Multimodal Large Language Models☆91Updated last year
- [NeurIPS 2024] MATH-Vision dataset and code to measure multimodal mathematical reasoning capabilities.☆120Updated 6 months ago
- [EMNLP 2025] Distill Visual Chart Reasoning Ability from LLMs to MLLMs☆57Updated 2 months ago
- [ICCV 2025 Highlight] The official repository for "2.5 Years in Class: A Multimodal Textbook for Vision-Language Pretraining"☆175Updated 7 months ago
- Official Repository of MMLONGBENCH-DOC: Benchmarking Long-context Document Understanding with Visualizations☆103Updated last month
- Paper collections of multi-modal LLM for Math/STEM/Code.☆129Updated 3 weeks ago
- This repository is maintained to release dataset and models for multimodal puzzle reasoning.☆110Updated 8 months ago
- Large Language Models Can Self-Improve in Long-context Reasoning☆73Updated 11 months ago
- [NeurIPS 2024] Needle In A Multimodal Haystack (MM-NIAH): A comprehensive benchmark designed to systematically evaluate the capability of…☆117Updated 11 months ago
- [NAACL 2024] MMC: Advancing Multimodal Chart Understanding with LLM Instruction Tuning☆96Updated 10 months ago
- MMR1: Enhancing Multimodal Reasoning with Variance-Aware Sampling and Open Resources☆208Updated last month
- [ACL 2024] ChartAssistant is a chart-based vision-language model for universal chart comprehension and reasoning.☆131Updated last year
- A RLHF Infrastructure for Vision-Language Models☆186Updated last year
- Official code of *Virgo: A Preliminary Exploration on Reproducing o1-like MLLM*☆109Updated 5 months ago
- This is the repo for our paper "Mr-Ben: A Comprehensive Meta-Reasoning Benchmark for Large Language Models"☆50Updated last year
- Extrapolating RLVR to General Domains without Verifiers☆178Updated 3 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…☆347Updated 2 months ago
- The official code of "VL-Rethinker: Incentivizing Self-Reflection of Vision-Language Models with Reinforcement Learning" [NeurIPS25]☆164Updated 5 months ago
- [TMLR 25] SFT or RL? An Early Investigation into Training R1-Like Reasoning Large Vision-Language Models☆139Updated last month
- (ACL 2025) MAmmoTH-VL: Eliciting Multimodal Reasoning with Instruction Tuning at Scale☆48Updated 5 months ago
- ☆100Updated last year
- MLLM-Bench: Evaluating Multimodal LLMs with Per-sample Criteria☆72Updated last year
- The codebase for our EMNLP24 paper: Multimodal Self-Instruct: Synthetic Abstract Image and Visual Reasoning Instruction Using Language Mo…☆84Updated 9 months ago
- [ACL'25 Main] ChartCoder: Advancing Multimodal Large Language Model for Chart-to-Code Generation☆65Updated this week
- RM-R1: Unleashing the Reasoning Potential of Reward Models☆148Updated 4 months ago
- ☆82Updated last year
- Official Implementation of ARPO: End-to-End Policy Optimization for GUI Agents with Experience Replay☆137Updated 5 months ago
- A Self-Training Framework for Vision-Language Reasoning☆86Updated 9 months ago
- Offical Repository of "AtomThink: Multimodal Slow Thinking with Atomic Step Reasoning"☆57Updated 3 months ago
- Official code for paper "UniIR: Training and Benchmarking Universal Multimodal Information Retrievers" (ECCV 2024)☆167Updated last year