What it measures
- Chart understanding
- Figure QA
- Scientific visual reasoning
CharXiv
A chart and figure understanding benchmark for scientific visual reasoning.
How to read the score
% accuracy; higher is better.
Sourced Ranking
| Rank | Model | Provider | Score | Source | Source Type | Verified |
|---|
Limitations
- Confirm whether a listed score is from the official page or a model-release report.
- The paper is static; project page and GitHub are better.
- Project page mentions leaderboard; update cadence may be limited.
leaderboard
CharXiv official page, GitHub, and Hugging Face resources
The paper is static; project page and GitHub are better. Project page mentions leaderboard; update cadence may be limited.
paper
CharXiv paper or specification
Use for benchmark definition, not necessarily for latest model scores.
third-party
CharXiv dataset or code
Use for dataset, code, or implementation details; score freshness depends on the benchmark.