Anomaly Detection on Automotive (PA-F1, AUC)
85.7Oracle PA-F1STREAM-VAE
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| STREAM-VAE2025.11 | 85.7 | 79.4 | 53.2 | 75.5 | |
| TFT-Residual2025.11 | 83 | 78.1 | 47.9 | 75 | |
| GDN2025.11 | 82.5 | 76 | 49.8 | 74.4 | |
| SIS-VAE2025.11 | 82.4 | 70.1 | 38 | 75.3 | |
| MA-VAE2025.11 | 80.8 | 72.3 | 45.1 | 74.3 | |
| OmniAnomaly2025.11 | 75.6 | 66.3 | 34.6 | 68.6 | |
| VS-VAE2025.11 | 73.5 | 46.6 | 25.8 | 70.4 | |
| W-VAE2025.11 | 70.1 | 38.6 | 19.7 | 63.3 | |
| Anomaly Transformer2025.11 | 69.8 | 38 | 13.2 | 60.2 | |
| VASP2025.11 | 64.1 | 44.5 | 12 | 59.9 | |
| Isolation Forest2025.11 | 56.8 | 51.2 | 13.3 | 61 |