Anomaly Detection on MSL (AU-PR and F1)
61.2AU-PRCALAD
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CALAD2026.05 | 61.2 | 68.24 | |
| CARLA2026.05 | 50.1 | 52.27 | |
| MTAD-GAT2026.05 | 33.5 | 47.34 | |
| EdgeConvFormer2026.05 | 32.47 | 34.04 | |
| LSTM-VAE2026.05 | 28.5 | 40.74 | |
| TimesNet2026.05 | 28.3 | 35.78 | |
| TranAD2026.05 | 27.8 | 42.83 | |
| MSCRED2026.05 | 25.56 | 21.59 | |
| THOC2026.05 | 23.9 | 30.95 | |
| AnomTrans2026.05 | 23.6 | 34.49 | |
| OmniAnomaly2026.05 | 22.01 | 18.45 | |
| UAE2026.05 | 17.41 | 6.38 | |
| Random2026.05 | 17.2 | 29.36 | |
| TS2Vec2026.05 | 13.2 | 29.93 | |
| DCdetector2026.05 | 12.9 | 22.7 |