Low-Shot Open-Set Domain Generalization on PACS 1-shot
92.71AccOSLOPROMPT
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| OSLOPROMPTCLIP-based=true, Venue=Current Paper2025.03 | 92.71 | 94.86 | |
| StyLIP (DG + OSR)CLIP-based=true, Venue=WACV'242025.03 | 74.89 | 60.99 | |
| ODG-CLIP (ODG)CLIP-based=true, Venue=CVPR'242025.03 | 68.89 | 75.56 | |
| CLIPN (OSR)CLIP-based=true, Venue=ICCV'232025.03 | 64.03 | 55.79 | |
| MORGAN (FS-OSR)CLIP-based=false, Venue=WACV'232025.03 | 37.4 | 19.06 | |
| PromptSRC (DG + OSR)CLIP-based=true, Venue=ICCV'232025.03 | 35.72 | 27.09 | |
| 2LM (FSDG + OSR)CLIP-based=false, Venue=CVPR 232025.03 | 35.22 | 21.42 | |
| ODG-Net (ODG)CLIP-based=false, Venue=TMLR'232025.03 | 34.82 | 21.67 | |
| MEDIC (ODG)CLIP-based=false, Venue=ICCV'232025.03 | 33.91 | 21.4 | |
| SCI-PD (ODG)CLIP-based=true, Venue=CVPR 242025.03 | 23.4 | 25.84 | |
| CLIP + OpenMax (OSR)CLIP-based=true, Venue=CVPR'162025.03 | 20.24 | 31.97 |