Anomaly Detection on SMAP (AU-PR, F1)
52.3AU-PRCALAD
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CALAD2026.05 | 52.3 | 60 | |
| CARLA2026.05 | 44.8 | 52.92 | |
| MTAD-GAT2026.05 | 33.9 | 51.86 | |
| EdgeConvFormer2026.05 | 31.24 | 17.66 | |
| TranAD2026.05 | 28.7 | 47.16 | |
| AnomTrans2026.05 | 26.4 | 40.74 | |
| LSTM-VAE2026.05 | 25.8 | 43.7 | |
| MSCRED2026.05 | 24.49 | 14.87 | |
| OmniAnomaly2026.05 | 22.69 | 18.81 | |
| TimesNet2026.05 | 20.8 | 40.19 | |
| THOC2026.05 | 19.5 | 32.73 | |
| UAE2026.05 | 15.9 | 14.75 | |
| TS2Vec2026.05 | 14.8 | 37.12 | |
| Random2026.05 | 14 | 30.28 | |
| DCdetector2026.05 | 12.4 | 27.53 |