OCR Correction on Finnish newspaper corpus (test)
87.6Whole-Word AccuracyPIE
Evaluation Results
| Method | Links | |
|---|---|---|
| PIEArchitecture=4 layer self-attention transformer, Refinement iterations=1, Hidden units=2002019.10 | 87.6 | |
| Seq2Seq (Soft-T2T)Architecture=Transformer-based ED, Encoder layers=2, Decoder layers=12019.10 | 84.5 | |
| Ribeiro2018 (best model)Model Type=local transduction model2019.10 | 81.8 | |
| Seq2Seq (Soft, lstm)Attention=soft, Architecture=LSTM2019.10 | 79.9 | |
| Seq2Seq (Hard, lstm)Attention=hard monotonic, Architecture=LSTM2019.10 | 58.4 |