Transferability Estimation on CIFAR-100
0.866Weighted Kendall TauSFDA
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SFDAWall-Clock Time (s)=617.9, Backbone=11 Supervised CNN models, Pre-trained=ImageNet2022.07 | 0.866 | — | |
| NLEEPWall-Clock Time (s)=17000, Backbone=11 Supervised CNN models, Pre-trained=ImageNet2022.07 | 0.823 | — | |
| LogMEModel type=ViT models2022.07 | 0.723 | 21.9 | |
| LogMEWall-Clock Time (s)=36.9, Backbone=11 Supervised CNN models, Pre-trained=ImageNet2022.07 | 0.692 | — | |
| SFDAModel type=ViT models2022.07 | 0.692 | 140.3 | |
| LEEPWall-Clock Time (s)=23.8, Backbone=11 Supervised CNN models, Pre-trained=ImageNet2022.07 | 0.677 | — | |
| NLEEPModel type=ViT models2022.07 | 0.538 | 12,000 |