Factual Error Correction on CHOCOLATE FT 1.0
81.14Bard (%)C2TFEC
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| C2TFEC2023.12 | 81.14 | 37.36 | |
| GPT-4VZero-shot=true2023.12 | 76.55 | 30.92 | |
| BardZero-shot=true2023.12 | 75.69 | 42.8 | |
| DePlotCFT + GPT-4Adaptation=Fine-tuned on VisText, Pipeline=Modular Chart-to-Table + LLM2023.12 | 70.47 | 40.12 | |
| DePlot + GPT-4Pipeline=Modular Chart-to-Table + LLM2023.12 | 70.31 | 38.79 | |
| LLaVAModel Version=LLaVA-1.5-13B, Zero-shot=true2023.12 | 52.94 | 16.94 | |
| N/ADescription=Original uncorrected captions2023.12 | 43.1 | 0 |