Novel-class discovery on PHOEBI (LOOCV)
50.2Cluster AccuracySinkhorn-Knopp
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Sinkhorn-KnoppK=1, n_proto=1.02026.06 | 50.2 | 50.2 | 100 | 3.1 | |
| Greedy cosinetheta=0.7, m=>=50, n_proto=59.02026.06 | 44.3 | 45.5 | 97.7 | 37.7 | |
| Sinkhorn-KnoppK=2, n_proto=2.02026.06 | 39.7 | 49.5 | 78.9 | 8.3 | |
| Sinkhorn-KnoppK=6, n_proto=6.02026.06 | 33.8 | 45.5 | 75.7 | 24.5 | |
| Sinkhorn-KnoppK=4, n_proto=4.02026.06 | 32.2 | 56.7 | 57.9 | 19.7 | |
| SK K=1 + Cr-KD distillationK=1, n_proto=1.02026.06 | 11 | 11 | 100 | 3 |