Shift Detection on EuroSAT-C Far shift
100AUROCSupervised classifier
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Supervised classifier2026.05 | 100 | 100 | 0 | |
| S-PUNAwith classifier=false2026.05 | 100 | 100 | 0 | |
| S-PUNAwith classifier=true2026.05 | 100 | 100 | 0 | |
| S-PUNAClassifier=without classifier2026.05 | 100 | 100 | 0 | |
| S-PUNAClassifier=with classifier2026.05 | 100 | 100 | 0 | |
| Dist-PU2026.05 | 89.46 | 96.48 | 49.97 | |
| Dist-PU2026.05 | 89.46 | 96.48 | 49.97 | |
| saPU2026.05 | 86.75 | 95.81 | 54.38 | |
| saPU2026.05 | 86.75 | 95.81 | 54.38 | |
| LaGAM2026.05 | 86.24 | 96.28 | 54.83 | |
| LaGAM2026.05 | 86.24 | 96.28 | 54.83 | |
| k-NN2026.05 | 81.03 | 83.11 | 58.47 | |
| k-NN2026.05 | 81.03 | 83.11 | 58.47 | |
| Dc-PU2026.05 | 60.22 | 85.05 | 94.48 | |
| Dc-PU2026.05 | 60.22 | 85.05 | 94.48 |