Handwriting Recognition on IAM-5-Random
0.64CEROCR+IMAGES
Evaluation results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| OCR+IMAGESModel=GEMINI2025.02 | 0.64 | 17.72 | 5 | 8.11 | 4.61 | 4.67 | 1.82 | 0.46 | 18.7 | 0 | |
| OCR+PAGENModel=GEMINI2025.02 | 0.7 | 12.66 | 5 | 2.38 | 5.28 | 0.9 | 0.94 | 0.52 | 13.4 | 0 | |
| OCR+IMAGESModel=GPT-4O2025.02 | 0.71 | 27.83 | 5 | 18.12 | 4.71 | 5.48 | 1.77 | 0.47 | 55 | 0 | |
| IMAGES-AAOModel=GEMINI2025.02 | 0.75 | 11.43 | 0 | 6.17 | 5.27 | 4.67 | 0.26 | 0.53 | 6.7 | 0 | |
| IMAGESModel=GEMINI2025.02 | 0.76 | 12.08 | 0 | 7.35 | 4.73 | 4.67 | 1.21 | 0.47 | 21.6 | 0 | |
| OCR+PAGERModel=GEMINI2025.02 | 0.8 | 12.55 | 5 | 2.32 | 5.23 | 0.91 | 0.94 | 0.52 | 7.6 | 0 | |
| IMAGESModel=GPT-4O2025.02 | 0.91 | 21.47 | 0 | 16.66 | 4.82 | 5.46 | 1.18 | 0.48 | 56.8 | 0 | |
| OCR+PAGENModel=GPT-4O2025.02 | 0.92 | 15.18 | 5 | 5.29 | 4.9 | 1.05 | 0.9 | 0.49 | 25.7 | 0 | |
| OCR+PAGERModel=GPT-4O2025.02 | 1.01 | 15.05 | 5 | 5.21 | 4.84 | 1.05 | 0.9 | 0.48 | 20.3 | 0 | |
| OCR+PAGE1Model=GPT-4O2025.02 | 1.08 | 15.03 | 5 | 5.19 | 4.83 | 1.07 | 0.87 | 0.48 | 19.8 | 0 | |
| OCRModel=GPT-4O2025.02 | 1.09 | 13.66 | 5 | 3.92 | 4.73 | 0.06 | 1.51 | 0.47 | 21.4 | 0 | |
| IMAGES-AAOModel=GPT-4O2025.02 | 1.2 | 19.36 | 0 | 14.6 | 4.76 | 5.46 | 0.25 | 0.48 | 35.6 | 0 | |
| OCR+PAGE1Model=GEMINI2025.02 | 1.31 | 12.49 | 5 | 2.28 | 5.21 | 0.91 | 0.92 | 0.52 | 7 | 0 | |
| OCR+PAGE1Model=GEMMA2025.02 | 1.53 | 5.39 | 5 | 0.13 | 0.27 | 0.91 | 0.92 | 0.53 | 11.7 | 0 | |
| OCRModel=GEMINI2025.02 | 1.56 | 11.54 | 5 | 1.93 | 4.6 | 0 | 1.55 | 0.46 | 10.9 | 0 | |
| OCR+IMAGESModel=GEMMA2025.02 | 1.75 | 5.7 | 5 | 0.45 | 0.24 | 4.67 | 1.82 | 0.48 | 17.2 | 0 | |
| IMAGES-AAOModel=GEMMA2025.02 | 2.04 | 0.61 | 0 | 0.35 | 0.26 | 4.67 | 0.26 | 0.53 | 12.6 | 0 | |
| IMAGESModel=GEMMA2025.02 | 2.34 | 0.67 | 0 | 0.41 | 0.26 | 4.67 | 1.21 | 0.51 | 20.7 | 0 | |
| OCRModel=GEMMA2025.02 | 2.88 | 5.34 | 5 | 0.11 | 0.23 | 0 | 1.55 | 0.47 | 13.8 | 0 | |
| OCR+PAGENModel=GEMMA2025.02 | 3.1 | 5.51 | 5 | 0.2 | 0.31 | 0.9 | 0.94 | 0.54 | 18 | 0 | |
| OCR+PAGERModel=GEMMA2025.02 | 3.14 | 5.4 | 5 | 0.13 | 0.27 | 0.91 | 0.94 | 0.54 | 11.8 | 0 | |
| OCR2025.02 | 3.78 | 5 | 5 | — | — | — | — | — | — | — |