Shift Detection on TinyImageNet Average
99.9AUROCSupervised classifier
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Supervised classifier2026.05 | 99.9 | 99.86 | 0.39 | |
| S-PUNAClassifier usage=without classifier2026.05 | 99.77 | 99.81 | 0.6 | |
| S-PUNAClassifier usage=with classifier2026.05 | 99.77 | 99.69 | 0.77 | |
| LaGAM2026.05 | 99.76 | 97.66 | 0.81 | |
| Dist-PU2026.05 | 99.71 | 98.06 | 1.48 | |
| saPU2026.05 | 91.9 | 83.92 | 26.29 | |
| Dc-PU2026.05 | 89.44 | 66.52 | 39.09 | |
| k-NN2026.05 | 88.91 | 39.42 | 87.68 |