| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| Checkpoints (ResNet-101) evaluated on downstream tasks (Caltech101, Flower102, Patch-Camelyon, Sun397) Group IV | Recall@175 | 22 | 1mo ago | ||
| VOC | SFDA | Weighted Kendall's Tau0.809 | 13 | 1mo ago | |
| Pets | NLEEP | Weighted Kendall's tau0.792 | 13 | 1mo ago | |
| Food | SFDA | Weighted Kendall's Tau0.815 | 13 | 1mo ago | |
| Flowers | SFDA | Weighted Kendall's Tau0.773 | 13 | 1mo ago | |
| CIFAR-10 | SFDA | Weighted Kendall's Tau0.949 | 13 | 1mo ago | |
| Cars | NLEEP | Weighted Kendall's tau0.693 | 13 | 1mo ago | |
| Aircraft | SFDA | Weighted Kendall's Tau0.615 | 13 | 1mo ago | |
| Checkpoints Group I, II, and III (Caltech101, Flower102, Patch-Camelyon, Sun397) (Evaluation) | NLEEP | Recall@150 | 10 | 1mo ago | |
| NeuCRaB N/K = 10 | LEEP | Estimation Error (100+ classes)0.276 | 10 | 1mo ago | |
| NeuCRaB N/K = 5 | LEEP | Error (100+ classes)0.112 | 10 | 1mo ago | |
| NeuCRaB N/K = 2 | LEEP | Transferability (100+ classes)0.202 | 10 | 1mo ago | |
| CIFAR-100 | SFDA | Weighted Kendall Tau0.866 | 7 | 1mo ago | |
| Medical Segmentation Decathlon (MSD) Average (test) | CC-FV | Kendall's Tau0.4986 | 5 | 1mo ago | |
| Medical Segmentation Decathlon (MSD) Task10 (test) | GBC | Kendall's Tau0.6643 | 5 | 1mo ago | |
| Medical Segmentation Decathlon (MSD) Task09 (test) | GBC | Kendall's Tau0.7611 | 5 | 1mo ago | |
| Medical Segmentation Decathlon (MSD) Task07 (test) | GBC | Kendall's Tau0.6637 | 5 | 1mo ago | |
| Medical Segmentation Decathlon (MSD) Task06 (test) | LEEP | Kendall's Tau0.1658 | 5 | 1mo ago | |
| Medical Segmentation Decathlon (MSD) Task03 Liver Tumor (test) | CC-FV | Kendall Tau0.6374 | 5 | 1mo ago | |
| Total All Benchmarks | Pearson Correlation (PCC)0.88 | 4 | 5d ago | ||
| DomainNet | PAS | Pearson Correlation Coefficient0.53 | 4 | 5d ago | |
| ImageCLEF | Pearson Correlation0.78 | 4 | 5d ago | ||
| Office-31 | Pearson Correlation Coefficient0.71 | 4 | 5d ago | ||
| Office-Home | Pearson Correlation0.89 | 4 | 5d ago | ||
| SUN | NLEEP | Weighted Kendall's tau0.807 | 4 | 1mo ago |
