Shift Detection on EuroSAT-D Near shift
99.91AUROCSupervised classifier
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Supervised classifier2026.05 | 99.91 | 98.44 | 0.21 | |
| S-PUNAwith classifier=true2026.05 | 99.79 | 96.08 | 0.65 | |
| S-PUNAClassifier=with classifier2026.05 | 99.79 | 96.08 | 0.65 | |
| Dist-PU2026.05 | 99.78 | 99.95 | 0.72 | |
| Dist-PU2026.05 | 99.78 | 99.95 | 0.72 | |
| LaGAM2026.05 | 99.33 | 99.86 | 3.01 | |
| LaGAM2026.05 | 99.33 | 99.86 | 3.01 | |
| saPU2026.05 | 96.71 | 99.3 | 7.55 | |
| saPU2026.05 | 96.71 | 99.3 | 7.55 | |
| S-PUNAwith classifier=false2026.05 | 84.4 | 38.02 | 55.76 | |
| S-PUNAClassifier=without classifier2026.05 | 84.4 | 38.02 | 55.76 | |
| Dc-PU2026.05 | 68.96 | 87.87 | 90.89 | |
| Dc-PU2026.05 | 68.96 | 87.87 | 90.89 | |
| k-NN2026.05 | 58.86 | 84.8 | 13.91 | |
| k-NN2026.05 | 58.86 | 84.8 | 13.91 |