German Passivization on German passivization (generalization set)
100Partial Hierarchical AccmT5
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| mT5Architecture=mT52025.11 | 100 | — | — | — | — | — | |
| Tf+Sup+SupArchitecture=Tf+Sup+Sup2025.11 | 99.9 | 0.2 | 0 | 1.276 | 5.8 | 2.85 | |
| TfArchitecture=Tf2025.11 | 99.7 | 0 | 0 | 0.037 | 5.8 | 2.849 | |
| Tf+SupArchitecture=Tf+Sup2025.11 | 98.7 | 0 | 0 | 0.24 | 6.1 | 2.791 | |
| mBARTArchitecture=mBART2025.11 | 98 | — | — | — | — | — | |
| Tf+NdArchitecture=Tf+Nd2025.11 | 95.6 | 0 | 0 | 4.321 | 6.2 | 2.743 | |
| Tf+Nd+NdArchitecture=Tf+Nd+Nd2025.11 | 80.9 | 0 | 0 | 2.964 | 5.8 | 2.587 | |
| LSTMArchitecture=LSTM2025.11 | 77.9 | 0 | 0 | 3.602 | 6.6 | 2.451 | |
| LSTM+NdArchitecture=LSTM+Nd2025.11 | 64 | 0 | 0 | 13.303 | 6.7 | 2.214 | |
| LSTM+Sup+RArchitecture=LSTM+Sup+R2025.11 | 58.8 | 0 | 0 | 10.146 | 6.5 | 2.162 | |
| LSTM+Nd+RArchitecture=LSTM+Nd+R2025.11 | 50 | 0 | 0 | 0.419 | 7.2 | 1.807 | |
| LSTM+SupArchitecture=LSTM+Sup2025.11 | 36.9 | 0 | 0 | 8.956 | 7.3 | 1.552 | |
| RNNArchitecture=RNN2025.11 | 12.4 | 0 | 0 | 24.889 | 14.5 | 0.152 | |
| RNN+SupArchitecture=RNN+Sup2025.11 | 11.4 | 0 | 0 | 22.57 | 14.1 | 0.222 | |
| RNN+NdArchitecture=RNN+Nd2025.11 | 10.7 | 0 | 0 | 26.566 | 11.8 | 0.107 | |
| RNN+Sup+RArchitecture=RNN+Sup+R2025.11 | 10.3 | 0 | 0 | 26.236 | 11.2 | 0.083 | |
| RNN+Nd+RArchitecture=RNN+Nd+R2025.11 | 9 | 0 | 0 | 17.452 | 13.7 | 0.383 |