Point-level Anomaly Detection on PSM (Affiliation-F1, VUS-ROC)
86.93Affiliation-F1DADA
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| DADASetting=Unsupervised2026.03 | 86.93 | 73.12 | |
| IMPACTSetting=Open-Set2026.03 | 86.52 | 76.52 | |
| NCADSetting=Open-Set2026.03 | 79.56 | 61.41 | |
| COUTASetting=Unsupervised2026.03 | 78.71 | 67.02 | |
| DSADSetting=Open-Set2026.03 | 76.59 | 63.47 | |
| TranADSetting=Unsupervised2026.03 | 76.32 | 63.72 | |
| TCN-AESetting=Unsupervised2026.03 | 73.47 | 60.44 | |
| MOSADSetting=Open-Set2026.03 | 73.17 | 57.45 | |
| DRASetting=Open-Set2026.03 | 73.09 | 52.4 | |
| InvADSetting=Open-Set2026.03 | 72.97 | 54.07 | |
| GPT4TSSetting=Unsupervised2026.03 | 72.78 | 59.8 | |
| WSAD-DTSetting=Open-Set2026.03 | 72.58 | 53.79 | |
| THOCSetting=Unsupervised2026.03 | 72.5 | 55.35 | |
| DCdetectorSetting=Unsupervised2026.03 | 70.77 | 52.21 | |
| DevNetSetting=Open-Set2026.03 | 33.09 | 48.64 |