Generalized Source-Free Domain Adaptation on Office-Home
98.1Source AccuracySource
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| SourceWAD=false2024.06 | 98.1 | 59.2 | 73.1 | |
| PLUEVenue=CVPR 23, WAD=true2024.06 | 96.3 | 66.9 | 79 | |
| COWAVenue=ICML 22, WAD=true2024.06 | 91.8 | 72.4 | 81 | |
| NRCVenue=NIPS 21, WAD=true2024.06 | 91.3 | 72.3 | 80.7 | |
| AdaConVenue=CVPR 22, WAD=true2024.06 | 88.2 | 65 | 74.8 | |
| GKDVenue=IROS 21, WAD=true2024.06 | 86.8 | 72.5 | 79 | |
| PSAT-VITVenue=TMM 24, WAD=false2024.06 | 86.4 | 83.6 | 85 | |
| ProDe-VWAD=true2024.06 | 85.1 | 84.5 | 84.8 | |
| ProDe-RWAD=true2024.06 | 84.9 | 81.1 | 82.9 | |
| SHOTVenue=ICML 20, WAD=true2024.06 | 84.2 | 71.8 | 77.5 | |
| TPDSVenue=IJCV 24, WAD=true2024.06 | 83.8 | 73.5 | 78.3 | |
| GDAVenue=ICCV 21, WAD=false2024.06 | 80 | 70.2 | 74.4 | |
| DIFO-RVenue=CVPR 24, WAD=true2024.06 | 78.3 | 79.4 | 78.8 | |
| DIFO-VVenue=CVPR 24, WAD=true2024.06 | 78 | 83.1 | 80.5 |