Handwritten line-level recognition on IAM (Aachen split)
2.26CERDRetHTRBASE
Evaluation results
| Method | Links | ||
|---|---|---|---|
| DRetHTRBASEArchitecture=RetNet decoder-only2026.06 | 2.26 | 6.55 | |
| TrOCR-largeArchitecture=ViT + Transformer (fine-tuned)2026.06 | 2.89 | — | |
| DRetHTRSMALLArchitecture=RetNet decoder-only2026.06 | 2.97 | 9.13 | |
| Bluche & MessinaArchitecture=Gated CRNN + CTC2026.06 | 3.2 | 10.5 | |
| TrOCR-baseArchitecture=ViT + Transformer (fine-tuned)2026.06 | 3.42 | — | |
| Voigtlaender et al.Architecture=MDLSTM + CTC2026.06 | 3.5 | 9.3 | |
| TrOCR-smallArchitecture=ViT + Transformer (fine-tuned)2026.06 | 4.22 | — | |
| DANArchitecture=FCN + Transformer AR2026.06 | 4.23 | — | |
| VANArchitecture=FCN + Hybrid Attn. + LSTM + CTC2026.06 | 4.97 | 16.31 | |
| PuigcerverArchitecture=CNN + BiLSTM + CTC2026.06 | 5.8 | 18.4 | |
| Mamba-OCRArchitecture=CNN + BiMamba + AR Mamba2026.06 | 8.21 | 17.39 |