📊 Showing 6 results | 📏 Metric: 1:1 Accuracy
| Rank | Model | Paper | 1:1 Accuracy | Date | Code |
|---|---|---|---|---|---|
| 1 | MatCha4096 + LaMenDa | Synthesize Step-by-Step: Tools, Templates and LLMs as Data Generators for Reasoning-Based Chart VQA | 92.89 | 2024-01-01 | - |
| 2 | MatCha | MatCha: Enhancing Visual Language Pretraining with Math Reasoning and Chart Derendering | 91.50 | 2022-12-19 | 📦 huggingface/transformers |
| 3 | DePlot+FlanPaLM+Codex (PoT Self-Consistency) | DePlot: One-shot visual language reasoning by plot-to-table translation | 66.60 | 2022-12-20 | 📦 huggingface/transformers |
| 4 | VL-T5-OCR | ChartQA: A Benchmark for Question Answering about Charts with Visual and Logical Reasoning | 66.00 | 2022-03-19 | 📦 vis-nlp/chartqa |
| 5 | CRCT | Classification-Regression for Chart Comprehension | 55.70 | 2021-11-29 | 📦 levymsn/cqa-crct |
| 6 | VisionTapas-OCR | ChartQA: A Benchmark for Question Answering about Charts with Visual and Logical Reasoning | 53.90 | 2022-03-19 | 📦 vis-nlp/chartqa |