Covariance Test-Time Adaptation on Camelyon17 d=2048
0.0214Time to reach gap_r <= 0.1 (seconds)ITSPACE
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| ITSPACErank budget (r)=16, K=20, seeds={0, 1, 2}2026.06 | 0.0214 | — | — | 0.0575 | — | |
| Sinkhorn–Gaussianrank budget (r)=16, K=20, seeds={0, 1, 2}2026.06 | 2.23 | — | — | — | 0.0962 | |
| Euclid.projection (+proj)=true, rank budget (r)=16, K=20, seeds={0, 1, 2}2026.06 | 6.62 | — | — | 7.45 | — | |
| BW-GDrank budget (r)=16, K=20, seeds={0, 1, 2}2026.06 | 6.85 | — | — | 13.8 | — | |
| Sinkhornrank budget (r)=16, K=20, seeds={0, 1, 2}2026.06 | 7.8 | — | — | — | 0.0991 | |
| BW geodesicrank budget (r)=16, K=20, seeds={0, 1, 2}2026.06 | 8.1 | — | — | — | 0.0608 | |
| Log–Euclid.projection (+proj)=true, rank budget (r)=16, K=20, seeds={0, 1, 2}2026.06 | 16.4 | — | — | 17.3 | — | |
| AIRMprojection (+proj)=true, rank budget (r)=16, K=20, seeds={0, 1, 2}2026.06 | 19 | — | — | 19 | — | |
| ITSPACEr (rank budget)=16, K (compute budget)=20, protocol=time-to-gap2026.06 | — | 319.9 | 239.7 | — | — |