Handwriting Recognition on CASIA 5
8.39CEROCR+IMAGES
Evaluation Results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| OCR+IMAGESModel=GEMINI2025.02 | 8.39 | 27.8 | 7.5 | 8.14 | 12.16 | 4 | 2.52 | 1.22 | 40.2 | 0 | |
| OCR+PAGENModel=GEMINI2025.02 | 8.94 | 23.42 | 7.5 | 3.2 | 12.72 | 0.8 | 1.66 | 1.27 | 27.5 | 0 | |
| OCR+PAGERModel=GEMINI2025.02 | 10.13 | 23.19 | 7.5 | 3.08 | 12.61 | 0.8 | 1.66 | 1.26 | 18 | 0 | |
| OCR+PAGE1Model=GEMINI2025.02 | 12.61 | 23.25 | 7.5 | 3.05 | 12.7 | 0.8 | 1.64 | 1.27 | 48.3 | 0.07 | |
| OCREngine=Google Cloud Vision2025.02 | 12.84 | 7.5 | 7.5 | 0 | 0 | 0 | 0 | 0 | — | — | |
| OCR+PAGENModel=GPT-4O2025.02 | 12.87 | 28.68 | 7.5 | 7.64 | 13.55 | 1.11 | 1.77 | 1.35 | 47.7 | 0 | |
| IMAGESModel=GEMINI2025.02 | 13.55 | 19.08 | 0 | 6.51 | 12.58 | 4 | 1.21 | 1.26 | 31.1 | 0 | |
| OCR+PAGERModel=GPT-4O2025.02 | 13.91 | 28.41 | 7.5 | 7.51 | 13.4 | 1.11 | 1.77 | 1.34 | 34 | 0 | |
| OCR+IMAGESModel=GPT-4O2025.02 | 14.16 | 41.58 | 7.5 | 20.58 | 13.5 | 5.58 | 2.65 | 1.35 | 78.5 | 0 | |
| OCR+PAGE1Model=GPT-4O2025.02 | 14.48 | 28.31 | 7.5 | 7.45 | 13.36 | 1.11 | 1.74 | 1.34 | 44.2 | 0 | |
| OCRModel=GPT-4O2025.02 | 18.32 | 26.75 | 7.5 | 6.13 | 13.12 | 0.06 | 2.4 | 1.31 | 36.6 | 0 | |
| IMAGES-AAOModel=GEMINI2025.02 | 23.07 | 18.09 | 0 | 5.32 | 12.77 | 4 | 0.26 | 1.28 | 18.8 | 0 | |
| OCRModel=GEMINI2025.02 | 33.17 | 24.87 | 7.5 | 2.81 | 14.56 | 0 | 2.25 | 1.46 | 30.7 | 0 | |
| IMAGESModel=GPT-4O2025.02 | 42.4 | 30.81 | 0 | 16.91 | 13.9 | 5.53 | 1.18 | 1.39 | 84.4 | 0.03 | |
| IMAGES-AAOModel=GPT-4O2025.02 | 43.64 | 29.3 | 0 | 14.86 | 14.44 | 5.53 | 0.25 | 1.44 | 74.8 | 0.1 |