AUROC Evaluation on Camelyon 17 (Downstream Performance)
74.01AUROCITSPACE
Evaluation results
| Method | Links | ||
|---|---|---|---|
| ITSPACEK (Iteration budget)=2, r (rank)=16, drift rank=16, s_max=1.702026.06 | 74.01 | — | |
| ITSPACEK (Iteration budget)=5, r (rank)=16, drift rank=16, s_max=1.702026.06 | 74.01 | 0.035 | |
| ITSPACEK (Iteration budget)=20, r (rank)=16, drift rank=16, s_max=1.702026.06 | 74.01 | — | |
| BW-geodesicK (Iteration budget)=20, r (rank)=16, drift rank=16, s_max=1.702026.06 | 74.01 | — | |
| BW-GDK (Iteration budget)=20, r (rank)=16, drift rank=16, s_max=1.702026.06 | 74.01 | — | |
| EuclideanK (Iteration budget)=20, r (rank)=16, drift rank=16, s_max=1.702026.06 | 74.01 | — | |
| Log-EuclideanK (Iteration budget)=20, r (rank)=16, drift rank=16, s_max=1.702026.06 | 74.01 | — | |
| AIRMK (Iteration budget)=20, r (rank)=16, drift rank=16, s_max=1.702026.06 | 74.01 | — | |
| BW-GDK (Iteration budget)=1, r (rank)=16, drift rank=16, s_max=1.702026.06 | 73.97 | — | |
| BW-GDK (Iteration budget)=5, r (rank)=16, drift rank=16, s_max=1.702026.06 | 73.97 | 0.037 | |
| ITSPACEK (Iteration budget)=1, r (rank)=16, drift rank=16, s_max=1.702026.06 | 73.94 | — | |
| BW-GDK (Iteration budget)=2, r (rank)=16, drift rank=16, s_max=1.702026.06 | 73.93 | — | |
| BW-geodesicK (Iteration budget)=5, r (rank)=16, drift rank=16, s_max=1.702026.06 | 73.54 | 0.015 | |
| Sinkhorn–GaussianK (Iteration budget)=1, r (rank)=16, drift rank=16, s_max=1.702026.06 | 72.88 | — | |
| Sinkhorn–GaussianK (Iteration budget)=2, r (rank)=16, drift rank=16, s_max=1.702026.06 | 72.88 | — | |
| Sinkhorn–GaussianK (Iteration budget)=5, r (rank)=16, drift rank=16, s_max=1.702026.06 | 72.88 | 0.164 | |
| Sinkhorn–GaussianK (Iteration budget)=20, r (rank)=16, drift rank=16, s_max=1.702026.06 | 72.88 | — | |
| BW-geodesicK (Iteration budget)=2, r (rank)=16, drift rank=16, s_max=1.702026.06 | 72.86 | — | |
| SinkhornK (Iteration budget)=1, r (rank)=16, drift rank=16, s_max=1.702026.06 | 72.67 | — | |
| SinkhornK (Iteration budget)=2, r (rank)=16, drift rank=16, s_max=1.702026.06 | 72.67 | — | |
| SinkhornK (Iteration budget)=5, r (rank)=16, drift rank=16, s_max=1.702026.06 | 72.67 | 0.233 | |
| SinkhornK (Iteration budget)=20, r (rank)=16, drift rank=16, s_max=1.702026.06 | 72.67 | — | |
| EuclideanK (Iteration budget)=1, r (rank)=16, drift rank=16, s_max=1.702026.06 | 72.11 | — | |
| EuclideanK (Iteration budget)=2, r (rank)=16, drift rank=16, s_max=1.702026.06 | 72.11 | — | |
| EuclideanK (Iteration budget)=5, r (rank)=16, drift rank=16, s_max=1.702026.06 | 72.11 | 0.021 | |
| BW-geodesicK (Iteration budget)=1, r (rank)=16, drift rank=16, s_max=1.702026.06 | 71.92 | — | |
| Log-EuclideanK (Iteration budget)=5, r (rank)=16, drift rank=16, s_max=1.702026.06 | 71.92 | 0.013 | |
| AIRMK (Iteration budget)=5, r (rank)=16, drift rank=16, s_max=1.702026.06 | 71.92 | 0.013 | |
| Log-EuclideanK (Iteration budget)=2, r (rank)=16, drift rank=16, s_max=1.702026.06 | 70.91 | — | |
| AIRMK (Iteration budget)=2, r (rank)=16, drift rank=16, s_max=1.702026.06 | 70.91 | — | |
| Log-EuclideanK (Iteration budget)=1, r (rank)=16, drift rank=16, s_max=1.702026.06 | 70.56 | — | |
| AIRMK (Iteration budget)=1, r (rank)=16, drift rank=16, s_max=1.702026.06 | 70.56 | — | |
| No adaptK (Iteration budget)=1, r (rank)=16, drift rank=16, s_max=1.702026.06 | 70.22 | — | |
| No adaptK (Iteration budget)=2, r (rank)=16, drift rank=16, s_max=1.702026.06 | 70.22 | — | |
| No adaptK (Iteration budget)=5, r (rank)=16, drift rank=16, s_max=1.702026.06 | 70.22 | — | |
| No adaptK (Iteration budget)=20, r (rank)=16, drift rank=16, s_max=1.702026.06 | 70.22 | — |