Factual Error Correction on CHOCOLATE LVLM 1.0
34.34CHARTVEC2TFEC
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| C2TFEC2023.12 | 34.34 | 72.19 | |
| GPT-4VZero-shot=true2023.12 | 33.3 | 31.26 | |
| DePlotCFT + GPT-4Adaptation=Fine-tuned on VisText, Pipeline=Modular Chart-to-Table + LLM2023.12 | 32.91 | 84.99 | |
| DePlot + GPT-4Pipeline=Modular Chart-to-Table + LLM2023.12 | 32.47 | 81.37 | |
| LLaVAModel Version=LLaVA-1.5-13B, Zero-shot=true2023.12 | 31.2 | 19.09 | |
| N/ADescription=Original uncorrected captions2023.12 | 31.13 | 0 | |
| BardZero-shot=true2023.12 | 14.13 | 127.83 |