Anomaly Segmentation on Real-IAD
96.6AUROC (Pixel-Level)MultiADS
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| MultiADSTraining Dataset=MVTec-AD2025.12 | 96.6 | 87.1 | |
| MultiADS2026.07 | 96.6 | 87.1 | |
| DAPOTraining Dataset=MVTec-AD2025.12 | 96.4 | 80.3 | |
| MultiADS-FMethod Variant=F2026.07 | 96.3 | 87.2 | |
| AnomalyCLIPTraining Dataset=MVTec-AD2025.12 | 96.2 | 85.7 | |
| AnomalyCLIP2026.07 | 96.2 | 85.7 | |
| AprilGANTraining Dataset=MVTec-AD2025.12 | 96 | 86.8 | |
| APRIL-GAN2026.07 | 96 | 86.8 | |
| AdaCLIPTraining Dataset=MVTec-AD2025.12 | 95.3 | — | |
| AdaCLIP2026.07 | 95.3 | — | |
| GenAUModel Scale=7b2026.07 | 94.8 | 87.1 | |
| GenAUModel Scale=0.5b2026.07 | 87.4 | 73.3 | |
| WinCLIPTraining Dataset=MVTec-AD2025.12 | 87.1 | 59.9 | |
| WinCLIP2026.07 | 87.1 | 59.9 |