Out-of-Distribution Detection on MVTec Aggregate
20.64Delta(S-D)KNN
Evaluation results
| Method | Links | |
|---|---|---|
| KNNBackbone=ResNet18, Seeds=252026.02 | 20.64 | |
| KDEBackbone=ResNet18, Seeds=252026.02 | 13.65 | |
| ResidualBackbone=ResNet18, Seeds=252026.02 | 12.26 | |
| CoPBackbone=ResNet18, Seeds=252026.02 | 10.5 | |
| DICEBackbone=ResNet18, Seeds=252026.02 | 9.81 | |
| ReActBackbone=ResNet18, Seeds=252026.02 | 8.62 | |
| Mahal.Backbone=ResNet18, Seeds=252026.02 | 7.31 | |
| MCPBackbone=ResNet18, Seeds=252026.02 | 6.77 | |
| WeiPerBackbone=ResNet18, Seeds=252026.02 | 1.19 | |
| GradNormBackbone=ResNet18, Seeds=252026.02 | 0.79 |