Visual Question Answering (VQA) on PlotQA
Metric: 1:1 Accuracy (higher is better)
Metric: 1:1 Accuracy (higher is better)
| # | Model↕ | 1:1 Accuracy▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | MatCha4096 + LaMenDa | 92.89 | No | - | - | - |
| 2 | MatCha | 91.5 | No | MatCha: Enhancing Visual Language Pretraining wi... | 2022-12-19 | Code |
| 3 | DePlot+FlanPaLM+Codex (PoT Self-Consistency) | 66.6 | No | DePlot: One-shot visual language reasoning by pl... | 2022-12-20 | Code |
| 4 | VL-T5-OCR | 66 | No | ChartQA: A Benchmark for Question Answering abou... | 2022-03-19 | Code |
| 5 | CRCT | 55.7 | No | Classification-Regression for Chart Comprehension | 2021-11-29 | Code |
| 6 | VisionTapas-OCR | 53.9 | No | ChartQA: A Benchmark for Question Answering abou... | 2022-03-19 | Code |