Driver detection on synthetic artificial data (test)
70.33F1 ScoreIDEE
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| IDEEBackbone=Video Swin Transformer [100]2024.10 | 70.33 | 54.24 | 98.74 | |
| IDEEBackbone=Mamba [111]2024.10 | 67.64 | 51.39 | 98.71 | |
| RTFMCategory=MIL2024.10 | 61.41 | 44.31 | 98.07 | |
| STEALNetCategory=Rec.2024.10 | 58.23 | 41.09 | 98.11 | |
| UniADCategory=Rec.2024.10 | 52.49 | 35.6 | 97.57 | |
| Naive2024.10 | 51.09 | 34.31 | 98.28 | |
| ARNetCategory=MIL2024.10 | 44.75 | 28.98 | 98.53 | |
| SimpleNetCategory=One-Class2024.10 | 41.18 | 25.93 | 97.94 | |
| IFCategory=One-Class2024.10 | 34.15 | 20.6 | 97.19 | |
| OCSVMCategory=One-Class2024.10 | 33.05 | 19.8 | 97.42 | |
| DeepMILCategory=MIL2024.10 | 18.75 | 12.04 | 71.08 |