Image Classification on DomainNet Quickdraw (ODG setting)
25.41AccuracyODG-CLIP
Evaluation results
| Method | Links | ||
|---|---|---|---|
| ODG-CLIPBackbone Type=CLIP-based2024.03 | 25.41 | 25.47 | |
| CLIPN + STYLIPBackbone Type=CLIP-based2024.03 | 18.78 | 17.75 | |
| STYLIPBackbone Type=CLIP-based2024.03 | 18.65 | 16.85 | |
| CLIPNBackbone Type=CLIP-based2024.03 | 17.54 | 15.89 | |
| STYLIP + SDBackbone Type=CLIP-based2024.03 | 17.32 | 17.18 | |
| CoCoOpBackbone Type=CLIP-based2024.03 | 16.82 | 13.05 | |
| PromptSRC + SDBackbone Type=CLIP-based2024.03 | 16.38 | 15.89 | |
| PromptSRCBackbone Type=CLIP-based2024.03 | 15.78 | 13.93 | |
| LASPBackbone Type=CLIP-based2024.03 | 15.37 | 15.13 | |
| CoOpBackbone Type=CLIP-based2024.03 | 14.71 | 10.55 | |
| CLIPBackbone Type=CLIP-based2024.03 | 13.87 | 14.46 | |
| MaPLe + SDBackbone Type=CLIP-based2024.03 | 13.46 | 13.95 | |
| MaPLeBackbone Type=CLIP-based2024.03 | 12.94 | 13.16 | |
| CLIP + OpenMaxBackbone Type=CLIP-based2024.03 | 12.48 | 13.87 | |
| CLIP + OSDABackbone Type=CLIP-based2024.03 | 12.07 | 13.66 | |
| DAMLBackbone Type=CNN-based2024.03 | 10.57 | 13 | |
| MEDICBackbone Type=CNN-based2024.03 | 9.25 | 10.95 | |
| MixStyleBackbone Type=CNN-based2024.03 | 8.34 | 8.62 | |
| CumixBackbone Type=CNN-based2024.03 | 6.78 | 5.96 |