Driver detection on Synthetic CERRA reanalysis 1.0 (test)
80.65F1 ScoreIDEE
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| IDEEBackbone=Mamba2024.10 | 80.65 | 67.58 | 99.29 | |
| IDEEBackbone=Video Swin Transformer2024.10 | 80.44 | 67.28 | 99.29 | |
| ARNetCategory=MIL2024.10 | 73.68 | 58.34 | 99.13 | |
| SimpleNetCategory=One-Class2024.10 | 73.5 | 58.11 | 98.91 | |
| DeepMILCategory=MIL2024.10 | 71.54 | 55.72 | 99.09 | |
| RTFMCategory=MIL2024.10 | 61.88 | 44.81 | 98.12 | |
| STEALNetCategory=Rec.2024.10 | 57.74 | 40.6 | 98.22 | |
| Naive2024.10 | 51.24 | 34.45 | 98.37 | |
| UniADCategory=Rec.2024.10 | 49.23 | 32.65 | 97.18 | |
| IFCategory=One-Class2024.10 | 37.16 | 22.84 | 96.61 | |
| Integrated Gradients II2024.10 | 30.34 | 17.95 | 94.19 | |
| OCSVMCategory=One-Class2024.10 | 29.98 | 17.66 | 94.91 | |
| Integrated Gradients I2024.10 | 23.14 | 13.27 | 91.58 |