Classification on PAMAP2 (F1 Score)
95.6F1 ScoreFlowPath
Evaluation Results
| Method | Links | |
|---|---|---|
| FlowPathSensor Dropout Rate=0%2025.11 | 95.6 | |
| Neural CDESensor Dropout Rate=0%2025.11 | 95 | |
| FlowPathSensor Dropout Rate=10%2025.11 | 88.3 | |
| Neural CDESensor Dropout Rate=10%2025.11 | 87.3 | |
| Trans-meanSensor Dropout Rate=0%2025.11 | 85.1 | |
| TransformerSensor Dropout Rate=0%2025.11 | 85 | |
| GRU-DSensor Dropout Rate=0%2025.11 | 84.8 | |
| FlowPathSensor Dropout Rate=20%2025.11 | 79.1 | |
| RaindropSensor Dropout Rate=10%2025.11 | 78.6 | |
| mTANDSensor Dropout Rate=0%2025.11 | 76.8 | |
| Neural CDESensor Dropout Rate=20%2025.11 | 76.8 | |
| RaindropSensor Dropout Rate=0%2025.11 | 76.6 | |
| RaindropSensor Dropout Rate=20%2025.11 | 73.4 | |
| GRU-DSensor Dropout Rate=10%2025.11 | 72 | |
| FlowPathSensor Dropout Rate=30%2025.11 | 70 | |
| SeFTSensor Dropout Rate=0%2025.11 | 68.5 | |
| GRU-DSensor Dropout Rate=20%2025.11 | 67.2 | |
| Neural CDESensor Dropout Rate=30%2025.11 | 67.1 | |
| Trans-meanSensor Dropout Rate=30%2025.11 | 64.9 | |
| Trans-meanSensor Dropout Rate=10%2025.11 | 62.7 | |
| RaindropSensor Dropout Rate=30%2025.11 | 61.9 | |
| TransformerSensor Dropout Rate=20%2025.11 | 61.8 | |
| FlowPathSensor Dropout Rate=40%2025.11 | 59.6 | |
| GRU-DSensor Dropout Rate=30%2025.11 | 59.3 | |
| RaindropSensor Dropout Rate=40%2025.11 | 58.9 | |
| Neural CDESensor Dropout Rate=40%2025.11 | 57.7 | |
| TransformerSensor Dropout Rate=10%2025.11 | 56.9 | |
| mTANDSensor Dropout Rate=10%2025.11 | 55.9 | |
| Trans-meanSensor Dropout Rate=20%2025.11 | 55.3 | |
| Trans-meanSensor Dropout Rate=40%2025.11 | 55.1 | |
| FlowPathSensor Dropout Rate=50%2025.11 | 54.1 | |
| Neural CDESensor Dropout Rate=50%2025.11 | 51.6 | |
| mTANDSensor Dropout Rate=20%2025.11 | 49 | |
| TransformerSensor Dropout Rate=30%2025.11 | 48.4 | |
| RaindropSensor Dropout Rate=50%2025.11 | 47.6 | |
| GRU-DSensor Dropout Rate=40%2025.11 | 47.5 | |
| GRU-DSensor Dropout Rate=50%2025.11 | 47.5 | |
| Trans-meanSensor Dropout Rate=50%2025.11 | 46.5 | |
| TransformerSensor Dropout Rate=50%2025.11 | 41.9 | |
| TransformerSensor Dropout Rate=40%2025.11 | 40.2 | |
| SeFTSensor Dropout Rate=10%2025.11 | 39.9 | |
| mTANDSensor Dropout Rate=30%2025.11 | 39.5 | |
| SeFTSensor Dropout Rate=20%2025.11 | 33.3 | |
| mTANDSensor Dropout Rate=40%2025.11 | 29.3 | |
| SeFTSensor Dropout Rate=30%2025.11 | 28 | |
| mTANDSensor Dropout Rate=50%2025.11 | 27.7 | |
| SeFTSensor Dropout Rate=50%2025.11 | 23.5 | |
| SeFTSensor Dropout Rate=40%2025.11 | 23.3 |