| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| Office-31 (test) | CADA-P | A -> W Accuracy97 | 31 | 4d ago | |
| MNIST to USPS | UNIT | Accuracy96 | 26 | 4d ago | |
| SVHN to MNIST | DIRT-T | Accuracy99.4 | 25 | 4d ago | |
| USPS to MNIST | DeepJDOT | Accuracy96.4 | 23 | 4d ago | |
| SVHN → MNIST (test) | Target only | Error Rate0.005 | 12 | 4d ago | |
| Synthetic Signs → GTSRB (test) | Target only | Error Rate (%)1.82 | 10 | 4d ago | |
| Synthetic Digits → SVHN (test) | Target only | Error Rate (%)7.09 | 10 | 4d ago | |
| Office+Caltech cross-domain tasks average DeCAF6 | Average Runtime (s)0.84 | 6 | 4d ago | ||
| MSRC+VOC cross-domain tasks average | Average Runtime (s)0.69 | 6 | 4d ago | ||
| MNIST+USPS cross-domain tasks average | Average Runtime (s)0.75 | 6 | 4d ago | ||
| OfficeHome Art | Consistent Disagreement Discrepancy Surrogate | Error (Art)62.1 | 1 | 4d ago |
