Handwritten Text Recognition on READ 2016 (test)
3.59CERCoquenet et al.
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Coquenet et al.2026.02 | 3.59 | — | |
| HTR-ConvTextParam.=65.9M2025.12 | 3.6 | 15.7 | |
| [7]2021.02 | 3.63 | 16.75 | |
| HTR-VTParameters=53.5M2024.09 | 3.9 | 16.5 | |
| HTR-VTParam.=53.5M2025.12 | 3.9 | 16.5 | |
| VANParameters=2.7M2024.09 | 4.1 | 16.3 | |
| DANParameters=7.6M2024.09 | 4.1 | 17.6 | |
| VANParam.=2.7M2025.12 | 4.1 | 16.3 | |
| DANParam.=7.6M2025.12 | 4.1 | 17.6 | |
| DRetHTR_BASEPre-training=English synthetic dataset, Fine-tuned=true2026.02 | 4.21 | — | |
| FCNParameters=19.2M2024.09 | 4.6 | 21.1 | |
| FCNParam.=19.2M2025.12 | 4.6 | 21.1 | |
| CNN + BLSTM2024.09 | 4.7 | — | |
| CNN + BLSTM2025.12 | 4.7 | — | |
| CNN + RNN2024.09 | 5.1 | 21.1 | |
| CNN + RNN2025.12 | 5.1 | 21.1 | |
| SPAN2021.02 | 6.2 | 25.69 | |
| ViT + DropKeyParameters=37M2024.09 | 8.1 | 26.4 | |
| ViT + DropKeyParam.=37M2025.12 | 8.1 | 26.4 | |
| DeiTParameters=6M2024.09 | 8.4 | 28.7 | |
| DeiTParam.=6M2025.12 | 8.4 | 28.7 | |
| ViTParameters=37M2024.09 | 8.5 | 29.6 | |
| ViTParam.=37M2025.12 | 8.5 | 29.6 |