Open Set Domain Generalization on OfficeHome H=1
69.73AccuracyOSLOPROMPT
Evaluation results
| Method | Links | ||
|---|---|---|---|
| OSLOPROMPTCLIP-based=true, Venue=Current Paper2025.03 | 69.73 | 64.04 | |
| SCI-PD2024.04 | 68.08 | 61.7 | |
| CORAL2024.04 | 67.68 | 59.62 | |
| DAML2024.04 | 67.36 | 60.61 | |
| Mixstyle2024.04 | 66.89 | 59 | |
| XDED2024.04 | 66.89 | 59.7 | |
| EDir-CORAL2024.04 | 66.81 | 59.89 | |
| RISE2024.04 | 65.82 | 59.46 | |
| ERM2024.04 | 65.55 | 57.79 | |
| MMD2024.04 | 65.53 | 58.32 | |
| CLIPBase2024.04 | 64.78 | 58.73 | |
| RSC2024.04 | 63.59 | 57.25 | |
| ARPL2024.04 | 63.58 | 56.95 | |
| StyLIP (DG + OSR)CLIP-based=true, Venue=WACV'242025.03 | 52.34 | 21.95 | |
| ODG-CLIP (ODG)CLIP-based=true, Venue=CVPR'242025.03 | 48.69 | 52.93 | |
| CLIPN (OSR)CLIP-based=true, Venue=ICCV'232025.03 | 44.18 | 32.83 | |
| SCI-PD (ODG)CLIP-based=true, Venue=CVPR 242025.03 | 35.27 | 44.31 | |
| PromptSRC (DG + OSR)CLIP-based=true, Venue=ICCV'232025.03 | 22.02 | 14.85 | |
| MEDIC (ODG)CLIP-based=false, Venue=ICCV'232025.03 | 21.31 | 11.75 | |
| 2LM (FSDG + OSR)CLIP-based=false, Venue=CVPR 232025.03 | 21.3 | 13.6 | |
| ODG-Net (ODG)CLIP-based=false, Venue=TMLR'232025.03 | 20.47 | 11.45 | |
| CLIP + OpenMax (OSR)CLIP-based=true, Venue=CVPR'162025.03 | 20 | 32.64 | |
| MORGAN (FS-OSR)CLIP-based=false, Venue=WACV'232025.03 | 18.51 | 30 |