Transferability Estimation on Flowers
0.773Weighted Kendall's TauSFDA
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SFDAWall-Clock Time (s)=335.12022.07 | 0.773 | — | |
| SFDA2022.07 | 0.741 | — | |
| LogMEWall-Clock Time (s)=412022.07 | 0.604 | — | |
| SFDAWall-Clock Time (s)=167.2, Backbone=11 Supervised CNN models, Pre-trained=ImageNet2022.07 | 0.542 | — | |
| NLEEPWall-Clock Time (s)=322.32022.07 | 0.534 | — | |
| SFDAModel type=ViT models2022.07 | 0.515 | 28.7 | |
| LogMEModel type=ViT models2022.07 | 0.512 | 3.6 | |
| NLEEP2022.07 | 0.373 | — | |
| LogME2022.07 | 0.301 | — | |
| NLEEPWall-Clock Time (s)=294, Backbone=11 Supervised CNN models, Pre-trained=ImageNet2022.07 | 0.215 | — | |
| LogMEWall-Clock Time (s)=10.9, Backbone=11 Supervised CNN models, Pre-trained=ImageNet2022.07 | 0.111 | — | |
| LEEPWall-Clock Time (s)=3.8, Backbone=11 Supervised CNN models, Pre-trained=ImageNet2022.07 | -0.243 | — | |
| NLEEPModel type=ViT models2022.07 | -0.262 | 819.2 |