| Paper | Code | 1:1 Accuracy | ModelName | ReleaseDate |
|---|---|---|---|---|
| Synthesize Step-by-Step: Tools Templates and LLMs as Data Generators for Reasoning-Based Chart VQA | 92.89 | MatCha4096 + LaMenDa | 2024-01-01 | |
| MatCha: Enhancing Visual Language Pretraining with Math Reasoning and Chart Derendering | ✓ Link | 91.5 | MatCha | 2022-12-19 |
| DePlot: One-shot visual language reasoning by plot-to-table translation | ✓ Link | 66.6 | DePlot+FlanPaLM+Codex (PoT Self-Consistency) | 2022-12-20 |
| ChartQA: A Benchmark for Question Answering about Charts with Visual and Logical Reasoning | ✓ Link | 66.0 | VL-T5-OCR | 2022-03-19 |
| Classification-Regression for Chart Comprehension | ✓ Link | 55.7 | CRCT | 2021-11-29 |
| ChartQA: A Benchmark for Question Answering about Charts with Visual and Logical Reasoning | ✓ Link | 53.9 | VisionTapas-OCR | 2022-03-19 |