Out-of-Distribution Detection on MVTec Metal Nut
78.3AUROC SimilarResidual
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| ResidualBackbone=ResNet18, Seeds=252026.02 | 78.3 | 70.91 | — | |
| KNNBackbone=ResNet18, Seeds=252026.02 | 71.02 | 36.93 | — | |
| Mahal.Backbone=ResNet18, Seeds=252026.02 | 69.77 | 58.3 | — | |
| WeiPerBackbone=ResNet18, Seeds=252026.02 | 67.91 | 66.02 | — | |
| KDEBackbone=ResNet18, Seeds=252026.02 | 63.52 | 43.98 | — | |
| DICEBackbone=ResNet18, Seeds=252026.02 | 63.52 | 48.98 | — | |
| GradNormBackbone=ResNet18, Seeds=252026.02 | 60.34 | 59.83 | — | |
| ReActBackbone=ResNet18, Seeds=252026.02 | 59.43 | 45.91 | — | |
| MCPBackbone=ResNet18, Seeds=252026.02 | 58.75 | 45.34 | — | |
| CoPBackbone=ResNet18, Seeds=252026.02 | 53.07 | 39.2 | — |