Factual Error Correction on CHOCOLATE LLM 1.0
52.35GPT-4V ScoreGPT-4V
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| GPT-4VZero-shot=true2023.12 | 52.35 | 50.57 | |
| C2TFEC2023.12 | 39.29 | 53.11 | |
| BardZero-shot=true2023.12 | 31.77 | 77.63 | |
| DePlotCFT + GPT-4Adaptation=Fine-tuned on VisText, Pipeline=Modular Chart-to-Table + LLM2023.12 | 25.51 | 55.35 | |
| N/ADescription=Original uncorrected captions2023.12 | 23.47 | 0 | |
| LLaVAModel Version=LLaVA-1.5-13B, Zero-shot=true2023.12 | 22.45 | 9.2 | |
| DePlot + GPT-4Pipeline=Modular Chart-to-Table + LLM2023.12 | 22.45 | 21.25 |