Handwritten Text Recognition on Malvern-Hills
5.83CEROCR+PAGE1
Evaluation Results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| OCR+PAGE1Model=GEMINI, Input Strategy=OCR+PAGE12025.02 | 5.83 | 13.24 | 2.3 | 2.58 | 8.36 | 781 | 1,285 | 835 | |
| IMAGESModel=GEMINI, Input Strategy=IMAGES2025.02 | 6.42 | 10.88 | 0 | 2.93 | 7.95 | 1,791 | 556 | 794 | |
| OCR+IMAGESModel=GEMINI, Input Strategy=OCR+IMAGES2025.02 | 6.46 | 14.18 | 2.3 | 4.06 | 7.82 | 1,791 | 1,455 | 782 | |
| OCR+PAGENModel=GEMINI, Input Strategy=OCR+PAGEN2025.02 | 6.54 | 14.56 | 2.3 | 2.73 | 9.53 | 781 | 1,317 | 948 | |
| OCR+IMAGESModel=GPT-4O, Input Strategy=OCR+IMAGES2025.02 | 7.11 | 17.54 | 2.3 | 8.04 | 7.2 | 1,799 | 1,415 | 720 | |
| OCRModel=GEMINI, Input Strategy=OCR2025.02 | 7.47 | 11.67 | 2.3 | 1.66 | 7.7 | 0 | 1,331 | 770 | |
| OCR+PAGENModel=GPT-4O, Input Strategy=OCR+PAGEN2025.02 | 8.05 | 15.3 | 2.3 | 5.35 | 7.65 | 774 | 1,235 | 761 | |
| IMAGES-ALL-AT-ONCEModel=GEMINI, Input Strategy=IMAGES-ALL-AT-ONCE2025.02 | 8.2 | 11.01 | 0 | 2.57 | 8.45 | 1,791 | 262 | 844 | |
| OCR+PAGE1Model=GPT-4O, Input Strategy=OCR+PAGE12025.02 | 8.92 | 15 | 2.3 | 5.16 | 7.53 | 774 | 1,203 | 753 | |
| OCR+IMAGESModel=GEMMA, Input Strategy=OCR+IMAGES2025.02 | 10.54 | 2.92 | 2.3 | 0.23 | 0.4 | 1,791 | 1,455 | 791 | |
| OCRModel=GPT-4O, Input Strategy=OCR2025.02 | 10.6 | 13.32 | 2.3 | 3.31 | 7.71 | 25 | 1,298 | 771 | |
| OCR+PAGENModel=GEMMA, Input Strategy=OCR+PAGEN2025.02 | 11.22 | 3.03 | 2.3 | 0.25 | 0.48 | 781 | 1,317 | 879 | |
| IMAGESModel=GPT-4O, Input Strategy=IMAGES2025.02 | 11.24 | 13.46 | 0 | 5.86 | 7.6 | 1,774 | 542 | 760 | |
| IMAGES-ALL-AT-ONCEModel=GPT-4O, Input Strategy=IMAGES-ALL-AT-ONCE2025.02 | 11.35 | 12.97 | 0 | 5.31 | 7.66 | 1,774 | 252 | 765 | |
| OCR+PAGE1Model=GEMMA, Input Strategy=OCR+PAGE12025.02 | 12.55 | 2.89 | 2.3 | 0.14 | 0.44 | 781 | 1,285 | 888 | |
| OCRModel=GEMMA, Input Strategy=OCR2025.02 | 13.52 | 2.8 | 2.3 | 0.09 | 0.41 | 0 | 1,331 | 818 | |
| OCRModel=Baseline, Input Strategy=OCR2025.02 | 14.41 | 2.3 | 2.3 | 0 | 0 | 0 | 0 | 0 | |
| IMAGES-ALL-AT-ONCEModel=GEMMA, Input Strategy=IMAGES-ALL-AT-ONCE2025.02 | 15.21 | 0.66 | 0 | 0.14 | 0.52 | 1,791 | 262 | 1,037 | |
| IMAGESModel=GEMMA, Input Strategy=IMAGES2025.02 | 27.19 | 0.74 | 0 | 0.16 | 0.58 | 1,791 | 556 | 1,152 |