Handwritten Text Recognition on IAM-A (test)
2.26CER (%)DRetHTR_BASE
Evaluation Results
| Method | Links | |
|---|---|---|
| DRetHTR_BASEPre-training=English synthetic dataset, Fine-tuned=true2026.02 | 2.26 | |
| DTrOCR2026.02 | 2.38 | |
| Diaz et al.2026.02 | 2.75 | |
| Retsinas et al.2026.02 | 4.22 | |
| Coquenet et al.2026.02 | 4.45 | |
| Easter2.0 + Long-LinesTraining Data=100%, Time (s)=51, #param (M)=6.12022.05 | 6.21 | |
| Wang et al.2026.02 | 6.4 | |
| Transformer w/CNNTraining Data=100%, Time (s)=202.5, #param (M)=1002022.05 | 7.62 | |
| Abdallah et al.2026.02 | 7.8 | |
| Easter2.0Training Data=100%, Time (s)=51, #param (M)=6.12022.05 | 8.73 | |
| Easter2.0Training Data=80%, Time (s)=51, #param (M)=6.12022.05 | 9.41 | |
| Easter2.0Training Data=60%, Time (s)=51, #param (M)=6.12022.05 | 10.05 | |
| Transformer w/CNNTraining Data=80%, Time (s)=202.5, #param (M)=1002022.05 | 10.11 | |
| Transformer w/CNNTraining Data=60%, Time (s)=202.5, #param (M)=1002022.05 | 10.14 | |
| Seq2SeqTraining Data=100%, Time (s)=338.7, #param (M)=372022.05 | 11.91 | |
| Seq2SeqTraining Data=80%, Time (s)=338.7, #param (M)=372022.05 | 12.18 | |
| Easter2.0Training Data=40%, Time (s)=51, #param (M)=6.12022.05 | 14.14 | |
| Seq2SeqTraining Data=60%, Time (s)=338.7, #param (M)=372022.05 | 15.61 | |
| Seq2SeqTraining Data=40%, Time (s)=338.7, #param (M)=372022.05 | 16.15 | |
| Transformer w/CNNTraining Data=40%, Time (s)=202.5, #param (M)=1002022.05 | 17.34 | |
| Easter2.0Training Data=20%, Time (s)=51, #param (M)=6.12022.05 | 19.32 | |
| Seq2SeqTraining Data=20%, Time (s)=338.7, #param (M)=372022.05 | 20.61 | |
| Easter2.0Training Data=10%, Time (s)=51, #param (M)=6.12022.05 | 38.9 | |
| Transformer w/CNNTraining Data=20%, Time (s)=202.5, #param (M)=1002022.05 | 73.81 |