Safety prediction on Cart Pole
99.65F1 ScoreMonolithic CNN
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Monolithic CNNArchitecture=Monolithic, k=102025.08 | 99.65 | 8.41 | |
| Composite LSTMArchitecture=Composite, k=102025.08 | 99.65 | 10.38 | |
| Composite BiLSTMArchitecture=Composite, k=102025.08 | 99.65 | 3.09 | |
| Composite TransformerArchitecture=Composite, k=102025.08 | 99.47 | 14.51 | |
| Composite LSTMArchitecture=Composite, k=202025.08 | 99.11 | 19.68 | |
| Composite TransformerArchitecture=Composite, k=202025.08 | 98.93 | 30.91 | |
| Composite VQ-TransformerArchitecture=Composite, k=102025.08 | 98.65 | 3.56 | |
| Monolithic BiLSTMArchitecture=Monolithic, k=102025.08 | 98.59 | 10.36 | |
| Monolithic TransformerArchitecture=Monolithic, k=102025.08 | 98.38 | 13.86 | |
| Composite BiLSTMArchitecture=Composite, k=202025.08 | 98.37 | 16.92 | |
| Monolithic LSTMArchitecture=Monolithic, k=102025.08 | 98.29 | 5.31 | |
| Monolithic CNNArchitecture=Monolithic, k=302025.08 | 95.21 | 34.39 | |
| Composite TransformerArchitecture=Composite, k=302025.08 | 95.21 | 31.34 | |
| Monolithic CNNArchitecture=Monolithic, k=202025.08 | 94.45 | 28.43 | |
| Monolithic TransformerArchitecture=Monolithic, k=202025.08 | 94.45 | 34.08 | |
| Monolithic LSTMArchitecture=Monolithic, k=202025.08 | 93.97 | 24.12 | |
| Composite VQ-TransformerArchitecture=Composite, k=202025.08 | 93.83 | 24.94 | |
| Monolithic BiLSTMArchitecture=Monolithic, k=202025.08 | 91.35 | 22.27 | |
| Composite VQ-TransformerArchitecture=Composite, k=302025.08 | 88.21 | 28.28 | |
| Composite LSTMArchitecture=Composite, k=302025.08 | 87.5 | 39.45 | |
| Monolithic TransformerArchitecture=Monolithic, k=302025.08 | 87.21 | 37.29 | |
| Composite BiLSTMArchitecture=Composite, k=302025.08 | 87.02 | 46.33 | |
| Monolithic BiLSTMArchitecture=Monolithic, k=302025.08 | 86.76 | 35.93 | |
| Monolithic LSTMArchitecture=Monolithic, k=302025.08 | 85.72 | 36.44 |