Out-of-Distribution Detection on GenImage
95.57AUROCSupervised classifier
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Supervised classifierbackbone=ResNet502026.05 | 95.57 | 99.18 | 21.13 | |
| S-PUNAbackbone=ResNet50, classifier_usage=with classifier2026.05 | 93.72 | 98.86 | 31.08 | |
| S-PUNAbackbone=ResNet50, classifier_usage=without classifier2026.05 | 83.18 | 97.13 | 49.3 | |
| LaGAMbackbone=ResNet502026.05 | 80.12 | 77.45 | 73.56 | |
| KNNbackbone=ResNet502026.05 | 67.33 | 66.65 | 82.82 | |
| saPUbackbone=ResNet502026.05 | 67.01 | 57.56 | 96.53 | |
| Dist-PUbackbone=ResNet502026.05 | 61.55 | 55.99 | 95.15 | |
| Dc-PUbackbone=ResNet502026.05 | 60.61 | 57.77 | 92.88 |