Handwritten Text Recognition On Iam Line
المقاييس
Test CER
Test WER
النتائج
نتائج أداء النماذج المختلفة على هذا المعيار القياسي
اسم النموذج | Test CER | Test WER | Paper Title | Repository |
|---|---|---|---|---|
| GFCN | 8.0 | 28.6 | Recurrence-free unconstrained handwritten text recognition using gated fully convolutional network | |
| TrOCR | 3.4 | - | TrOCR: Transformer-based Optical Character Recognition with Pre-trained Models | |
| HTR-VT | 4.7 | 14.9 | HTR-VT: Handwritten Text Recognition with Vision Transformer | |
| OrigamiNet-12 | 6.0 | 22.3 | OrigamiNet: Weakly-Supervised, Segmentation-Free, One-Step, Full Page Text Recognition by learning to unfold | |
| VAN | 5.0 | 16.3 | End-to-end Handwritten Paragraph Text Recognition Using a Vertical Attention Network |
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