| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| Office-Home | SHOT + EvoADA | Average Accuracy80.2 | 97 | 4d ago | |
| Office-31 | BA3US | Avg Accuracy97.8 | 52 | 4d ago | |
| ImageNet-Caltech | BA³US | Average Accuracy83.68 | 32 | 4d ago | |
| Office-31 (test) | BA³US | Accuracy (A -> W)98.98 | 25 | 4d ago | |
| VisDA Synthetic-12 -> Real-6 2017 | PADA | Accuracy76.5 | 25 | 4d ago | |
| Office-Home PDA protocol (first 25 categories) | MLNet | Accuracy A:C65 | 15 | 4d ago | |
| VisDA | UMAD + LEAD | S2R Accuracy78.1 | 12 | 4d ago | |
| VisDA | GLC | Avg Accuracy76.2 | 10 | 4d ago | |
| VisDA 2017 | SLM | Accuracy S->R91.7 | 10 | 4d ago | |
| ImageNet-Caltech C -> I | DRCN | Accuracy78.9 | 9 | 4d ago | |
| Digital Dataset | RTNetadv | Acc (SVHN10→MNIST5)97.2 | 9 | 4d ago | |
| VisDA 1% labeled ratio Synthetic-12 to Real-6 partial setting 2017 | JAN | CNG20.4 | 5 | 4d ago | |
| Office-Home Product to Real World 5% labeled ratio partial setting | DAN | CNG-12 | 5 | 4d ago | |
| Office-Home Clipart to Real World 5% labeled ratio partial setting | DAN | CNG-4.9 | 5 | 4d ago | |
| Office-Home Ar -> Rw (5% labeled ratio) partial setting (Ar65 -> Rw25) | DAN | CNG-14.6 | 5 | 4d ago | |
| ImageNet -> Caltech (test) | SHOT (full) | Accuracy83.3 | 4 | 4d ago |
