Shift Detection on TinyImageNet-C Far shift
99.79AUROCSupervised classifier
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Supervised classifier2026.05 | 99.79 | 99.71 | 0.77 | |
| S-PUNAClassifier usage=with classifier2026.05 | 99.64 | 99.46 | 1.51 | |
| LaGAM2026.05 | 99.59 | 95.35 | 1.39 | |
| S-PUNAClassifier usage=without classifier2026.05 | 99.54 | 99.62 | 1.2 | |
| Dist-PU2026.05 | 99.46 | 96.14 | 2.81 | |
| k-NN2026.05 | 95.82 | 28.19 | 96.96 | |
| saPU2026.05 | 92.07 | 71.47 | 33.44 | |
| Dc-PU2026.05 | 82.95 | 35.21 | 61.76 |