| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| MMAD | Anomaly Discrimination95.24 | 30 | 4d ago | ||
| MMAD one-shot 1.0 (test) | Anomaly Discrimination Score95.24 | 29 | 4d ago | ||
| HSS-IAD (unified) | CRR | Image-level AUROC80.4 | 7 | 4d ago | |
| Real-IAD (unified) | CRR | Image AUROC91.3 | 7 | 4d ago | |
| MVTec-AD (unified) | CRR | Image AUROC99.7 | 7 | 4d ago | |
| MVTec-Ref (test) | DQFormer | Image-AUC97.36 | 4 | 4d ago | |
| Wind Turbine dataset | SEMAS | Latency (ms)0.3 | 3 | 4d ago | |
| Boiler dataset | SEMAS | Latency (ms)1.22 | 3 | 4d ago | |
| AeBAD-S (test) | RD | Throughput (image/s)190.4 | 3 | 4d ago | |
| Wind Turbine | SEMAS | Delta F1 Score0.0222 | 2 | 4d ago | |
| Boiler | SEMAS | ΔF10.0384 | 2 | 4d ago | |
| MVTec AD (test) | DiffuseDefect | Acc91 | 1 | 4d ago |
