Passivization Generalization Set
19.543Full Accuracy (Log Ratio)Tf+Nd
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Tf+NdArchitecture=Stack Attention Transformer2025.11 | 19.543 | 0.717 | |
| RNN+Sup+RArchitecture=RNN, Supervision=Yes, Variant=R2025.11 | 19.488 | 0.459 | |
| Tf+SupArchitecture=Transformer, Supervision=Yes2025.11 | 19.484 | 1.555 | |
| TfArchitecture=Transformer2025.11 | 19.383 | 1.075 | |
| RNN+SupArchitecture=RNN, Supervision=Yes2025.11 | 17.82 | 0.567 | |
| LSTM+Sup+RArchitecture=LSTM, Supervision=Yes, Variant=R2025.11 | 17.25 | 0.211 | |
| RNNArchitecture=RNN2025.11 | 16.376 | 0.881 | |
| RNN+NdArchitecture=Stack RNN2025.11 | 15.348 | 0.55 | |
| LSTM+NdArchitecture=Stack LSTM2025.11 | 14.02 | 0.252 | |
| Tf+Sup+SupArchitecture=Transformer, Supervision=Double2025.11 | 13.042 | 1.511 | |
| RNN+Nd+RArchitecture=Stack RNN, Variant=R2025.11 | 12.23 | 0.564 | |
| Tf+Nd+NdArchitecture=Stack Attention Transformer, Stack=Double2025.11 | 8.729 | 1.188 | |
| LSTM+SupArchitecture=LSTM, Supervision=Yes2025.11 | 8.372 | 0.411 | |
| LSTMArchitecture=LSTM2025.11 | 4.9 | 0.24 | |
| LSTM+Nd+RArchitecture=Stack LSTM, Variant=R2025.11 | 1.055 | 1.218 |