Transferability Estimation on VOC
0.809Weighted Kendall's TauSFDA
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SFDAModel type=ViT models2022.07 | 0.809 | 26.5 | |
| SFDA2022.07 | 0.798 | — | |
| SFDAWall-Clock Time (s)=75, Backbone=11 Supervised CNN models, Pre-trained=ImageNet2022.07 | 0.763 | — | |
| NLEEPWall-Clock Time (s)=678.8, Backbone=11 Supervised CNN models, Pre-trained=ImageNet2022.07 | 0.654 | — | |
| NLEEP2022.07 | 0.637 | — | |
| SFDAWall-Clock Time (s)=134.72022.07 | 0.568 | — | |
| LogME2022.07 | 0.531 | — | |
| LogMEModel type=ViT models2022.07 | 0.519 | 3.6 | |
| LogMEWall-Clock Time (s)=9.7, Backbone=11 Supervised CNN models, Pre-trained=ImageNet2022.07 | 0.478 | — | |
| LEEPWall-Clock Time (s)=4.8, Backbone=11 Supervised CNN models, Pre-trained=ImageNet2022.07 | 0.446 | — | |
| LogMEWall-Clock Time (s)=16.72022.07 | 0.158 | — | |
| NLEEPModel type=ViT models2022.07 | 0.109 | 288.3 | |
| NLEEPWall-Clock Time (s)=678.82022.07 | -0.101 | — |