Anomaly Localization on VisA (AUROC)
99AUROCGeneralAD
Evaluation Results
| Method | Links | |
|---|---|---|
| GeneralADModel scale=large2024.07 | 99 | |
| WT-FlowArchitecture=Flow-based, Setup=single-scale setup2025.08 | 98.9 | |
| Patchcore2024.07 | 98.8 | |
| GeneralADModel scale=base2024.07 | 98.8 | |
| PNIArchitecture=Non-flow2025.08 | 98.8 | |
| CRADArchitecture=Non-flow2025.08 | 98.5 | |
| RDArchitecture=Non-flow, Setup=multi-scale setting2025.08 | 98.35 | |
| RD++Architecture=Non-flow, Setup=multi-scale setting2025.08 | 98.3 | |
| Recontrast2024.07 | 98.2 | |
| GeneralADModel scale=small2024.07 | 98.2 | |
| UniVADsetting=1-normal-shot2024.12 | 98.2 | |
| UniADArchitecture=Non-flow2025.08 | 98.2 | |
| rFMArchitecture=Flow-based, Setup=single-scale setup2025.08 | 98.1 | |
| MSFlowArchitecture=Flow-based, Setup=single-scale setup2025.08 | 97.79 | |
| FastFlowArchitecture=Flow-based, Setup=multi-scale setting2025.08 | 97.49 | |
| AnomalyGPTsetting=1-normal-shot2024.12 | 96.2 | |
| WINCLIPsetting=1-normal-shot2024.12 | 96.2 | |
| CFlowArchitecture=Flow-based, Setup=single-scale setup2025.08 | 95.23 | |
| PatchCoresetting=1-normal-shot2024.12 | 93.4 | |
| SimpleNet2024.07 | 91.8 | |
| UniADsetting=1-normal-shot2024.12 | 90.3 | |
| RDAD2024.07 | 90.1 | |
| MedCLIPsetting=1-normal-shot2024.12 | 88.2 |