Covariance Test-Time Adaptation on VisDA 2017
84.26AccuracyITSPACE
Evaluation results
| Method | Links | ||
|---|---|---|---|
| ITSPACEBudget (K)=22026.06 | 84.26 | — | |
| ITSPACEBudget (K)=52026.06 | 84.26 | 0.029 | |
| ITSPACEBudget (K)=202026.06 | 84.26 | — | |
| BW-geodesicBudget (K)=202026.06 | 84.26 | — | |
| BW-GDBudget (K)=202026.06 | 84.26 | — | |
| EuclideanBudget (K)=202026.06 | 84.26 | — | |
| Log-EuclideanBudget (K)=202026.06 | 84.26 | — | |
| AIRMBudget (K)=202026.06 | 84.26 | — | |
| ITSPACEBudget (K)=12026.06 | 83.93 | — | |
| BW-GDBudget (K)=52026.06 | 83.82 | 0.039 | |
| Sinkhorn-GaussianBudget (K)=12026.06 | 83.71 | — | |
| Sinkhorn-GaussianBudget (K)=22026.06 | 83.71 | — | |
| Sinkhorn-GaussianBudget (K)=52026.06 | 83.71 | 0.164 | |
| Sinkhorn-GaussianBudget (K)=202026.06 | 83.71 | — | |
| SinkhornBudget (K)=12026.06 | 83.5 | — | |
| SinkhornBudget (K)=22026.06 | 83.5 | — | |
| SinkhornBudget (K)=52026.06 | 83.5 | 0.219 | |
| SinkhornBudget (K)=202026.06 | 83.5 | — | |
| BW-GDBudget (K)=22026.06 | 82.82 | — | |
| EuclideanBudget (K)=52026.06 | 81.39 | 0.013 | |
| BW-GDBudget (K)=12026.06 | 81 | — | |
| BW-geodesicBudget (K)=52026.06 | 80.95 | 0.013 | |
| EuclideanBudget (K)=22026.06 | 79.57 | — | |
| Log-EuclideanBudget (K)=52026.06 | 79.37 | 0.018 | |
| AIRMBudget (K)=52026.06 | 79.37 | 0.011 | |
| EuclideanBudget (K)=12026.06 | 78.18 | — | |
| BW-geodesicBudget (K)=22026.06 | 78.14 | — | |
| Log-EuclideanBudget (K)=22026.06 | 77.09 | — | |
| AIRMBudget (K)=22026.06 | 77.09 | — | |
| BW-geodesicBudget (K)=12026.06 | 77.04 | — | |
| Log-EuclideanBudget (K)=12026.06 | 76.44 | — | |
| AIRMBudget (K)=12026.06 | 76.44 | — | |
| No adaptBudget (K)=12026.06 | 75.68 | — | |
| No adaptBudget (K)=22026.06 | 75.68 | — | |
| No adaptBudget (K)=52026.06 | 75.68 | 0.001 | |
| No adaptBudget (K)=202026.06 | 75.68 | — |