Image Classification on DomainNet Sketch (ODG setting)
78.46AccODG-CLIP
Evaluation results
| Method | Links | ||
|---|---|---|---|
| ODG-CLIPBackbone Type=CLIP-based2024.03 | 78.46 | 73.65 | |
| PromptSRC + SDBackbone Type=CLIP-based2024.03 | 69.37 | 61.5 | |
| STYLIP + SDBackbone Type=CLIP-based2024.03 | 68.93 | 62.6 | |
| STYLIPBackbone Type=CLIP-based2024.03 | 68.14 | 45.48 | |
| CLIPN + STYLIPBackbone Type=CLIP-based2024.03 | 67.93 | 49.95 | |
| PromptSRCBackbone Type=CLIP-based2024.03 | 66.45 | 40.83 | |
| MaPLe + SDBackbone Type=CLIP-based2024.03 | 66.15 | 58.95 | |
| MaPLeBackbone Type=CLIP-based2024.03 | 65.97 | 38.45 | |
| CLIPNBackbone Type=CLIP-based2024.03 | 64.58 | 48.3 | |
| LASPBackbone Type=CLIP-based2024.03 | 62.36 | 37.05 | |
| CoCoOpBackbone Type=CLIP-based2024.03 | 60.9 | 32.53 | |
| CoOpBackbone Type=CLIP-based2024.03 | 56.81 | 30.93 | |
| CLIPBackbone Type=CLIP-based2024.03 | 55.58 | 49.05 | |
| CLIP + OSDABackbone Type=CLIP-based2024.03 | 53.95 | 47.72 | |
| CLIP + OpenMaxBackbone Type=CLIP-based2024.03 | 52.43 | 47.97 | |
| MEDICBackbone Type=CNN-based2024.03 | 38.12 | 37.16 | |
| DAMLBackbone Type=CNN-based2024.03 | 35.77 | 35.15 | |
| MixStyleBackbone Type=CNN-based2024.03 | 34.56 | 32.5 | |
| CumixBackbone Type=CNN-based2024.03 | 27.43 | 28.38 |