Industrial Image Anomaly Detection on BTAD (test)
99.9Image AUROCPatchcore
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| PatchcoreCategory=Product 22024.06 | 99.9 | 99.3 | — | |
| RD4ADCategory=Product 22024.06 | 99.8 | 99.5 | — | |
| RD with ExpertCategory=Class 032024.12 | 99.8 | — | 97 | |
| PNPTCategory=Product 22024.06 | 99.7 | 99.7 | — | |
| RD++Category=Class 032024.12 | 99.7 | — | 94.2 | |
| RDCategory=Class 032024.12 | 99.7 | — | 95.9 | |
| DraemCategory=Product 22024.06 | 99.6 | 90.8 | — | |
| UniADCategory=Product 22024.06 | 99.6 | 99.7 | — | |
| UniADCategory=Product 02024.06 | 99.4 | 96.8 | — | |
| CDOCategory=Product 22024.06 | 99.4 | 99.6 | — | |
| PNPTCategory=Product 02024.06 | 98.4 | 96.9 | — | |
| RD4ADCategory=Product 02024.06 | 98 | 96.7 | — | |
| RD++Category=Class 012024.12 | 97.9 | — | 99.3 | |
| RDCategory=Class 012024.12 | 97.3 | — | 98.9 | |
| CDOCategory=Product 02024.06 | 96.7 | 96.6 | — | |
| RD with ExpertCategory=Class 012024.12 | 96 | — | 98.2 | |
| RDCategory=Average2024.12 | 94.8 | — | 97.6 | |
| PNPTCategory=Average2024.06 | 94.6 | 97.6 | — | |
| RD++Category=Average2024.12 | 94.5 | — | 97.1 | |
| RD4ADCategory=Average2024.06 | 93.9 | 97.4 | — | |
| RD with ExpertCategory=Average2024.12 | 93.9 | — | 97.6 | |
| CDOCategory=Average2024.06 | 93.8 | 97.7 | — | |
| UniADCategory=Average2024.06 | 93.3 | 97.1 | — | |
| PatchcoreCategory=Product 02024.06 | 88.7 | 95 | — | |
| PatchcoreCategory=Average2024.06 | 88.2 | 96.4 | — | |
| DraemCategory=Average2024.06 | 88.1 | 86.8 | — | |
| RDCategory=Class 022024.12 | 87.3 | — | 97.9 | |
| DraemCategory=Product 02024.06 | 86 | 84.1 | — | |
| RD++Category=Class 022024.12 | 86 | — | 97.7 | |
| PNPTCategory=Product 12024.06 | 85.8 | 96.2 | — | |
| RD with ExpertCategory=Class 022024.12 | 85.8 | — | 97.7 | |
| CDOCategory=Product 12024.06 | 85.4 | 96.8 | — | |
| RD4ADCategory=Product 12024.06 | 83.9 | 96 | — | |
| UniADCategory=Product 12024.06 | 80.9 | 94.9 | — | |
| DraemCategory=Product 12024.06 | 78.7 | 85.5 | — | |
| PatchcoreCategory=Product 12024.06 | 76 | 94.9 | — |