Low-Shot Open-Set Domain Generalization on VLCS 1-shot
78.89AccOSLOPROMPT
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| OSLOPROMPTCLIP-based=true, Venue=Current Paper2025.03 | 78.89 | 76.89 | |
| ODG-CLIP (ODG)CLIP-based=true, Venue=CVPR'242025.03 | 52.43 | 54.7 | |
| MEDIC (ODG)CLIP-based=false, Venue=ICCV'232025.03 | 32.94 | 26.28 | |
| ODG-Net (ODG)CLIP-based=false, Venue=TMLR'232025.03 | 32.33 | 29.17 | |
| 2LM (FSDG + OSR)CLIP-based=false, Venue=CVPR 232025.03 | 31.61 | 28.76 | |
| MORGAN (FS-OSR)CLIP-based=false, Venue=WACV'232025.03 | 31.35 | 21.31 | |
| StyLIP (DG + OSR)CLIP-based=true, Venue=WACV'242025.03 | 27.94 | 34.61 | |
| CLIPN (OSR)CLIP-based=true, Venue=ICCV'232025.03 | 25.34 | 19.49 | |
| PromptSRC (DG + OSR)CLIP-based=true, Venue=ICCV'232025.03 | 24.98 | 20.04 | |
| CLIP + OpenMax (OSR)CLIP-based=true, Venue=CVPR'162025.03 | 20.59 | 31.83 | |
| SCI-PD (ODG)CLIP-based=true, Venue=CVPR 242025.03 | 19.88 | 19.6 |