Target Classification and Novel Class Prevalence Estimation on CIFAR-100
0.634Accuracy (All)PULSE
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| PULSE2022.07 | 0.634 | 0.672 | 63.5 | 0.365 | 0.078 | |
| DANCE2022.07 | 0.473 | 0.664 | 1.2 | 0.702 | 0.28 | |
| Source-Only2022.07 | 0.466 | 0.664 | — | — | — | |
| Domain Disc.2022.07 | 0.458 | 0.665 | 39.1 | — | 0.046 | |
| STA2022.07 | 0.426 | 0.485 | 34.8 | 0.798 | 0.14 | |
| k-PU2022.07 | 0.363 | 0.226 | 99.1 | 6.31 | 0.298 | |
| BODA2022.07 | 0.361 | 0.177 | 81.6 | 0.564 | 0.41 | |
| CMU2022.07 | 0.354 | 0.46 | 15.5 | 0.695 | 0.161 | |
| UAN2022.07 | 0.181 | 0.406 | 14.8 | 1.48 | 0.133 |