Image Classification on DomainNet Infograph (ODG setting)
65.34AccuracyODG-CLIP
Evaluation results
| Method | Links | ||
|---|---|---|---|
| ODG-CLIPBackbone Type=CLIP-based2024.03 | 65.34 | 66.8 | |
| PromptSRCBackbone Type=CLIP-based2024.03 | 58.29 | 36.56 | |
| PromptSRC + SDBackbone Type=CLIP-based2024.03 | 57.82 | 57.01 | |
| STYLIP + SDBackbone Type=CLIP-based2024.03 | 56.73 | 55.16 | |
| MaPLeBackbone Type=CLIP-based2024.03 | 56.33 | 33.55 | |
| STYLIPBackbone Type=CLIP-based2024.03 | 56.12 | 42.74 | |
| CLIPNBackbone Type=CLIP-based2024.03 | 55.28 | 45.37 | |
| MaPLe + SDBackbone Type=CLIP-based2024.03 | 55.25 | 53.77 | |
| CLIPN + STYLIPBackbone Type=CLIP-based2024.03 | 53.48 | 38.22 | |
| LASPBackbone Type=CLIP-based2024.03 | 49.81 | 34.41 | |
| CoCoOpBackbone Type=CLIP-based2024.03 | 46.33 | 32.87 | |
| CoOpBackbone Type=CLIP-based2024.03 | 45.26 | 29.89 | |
| CLIP + OSDABackbone Type=CLIP-based2024.03 | 43.84 | 39.65 | |
| CLIPBackbone Type=CLIP-based2024.03 | 43.5 | 43.47 | |
| CLIP + OpenMaxBackbone Type=CLIP-based2024.03 | 42.41 | 38.81 | |
| MEDICBackbone Type=CNN-based2024.03 | 27.32 | 25.27 | |
| DAMLBackbone Type=CNN-based2024.03 | 25.63 | 25.17 | |
| MixStyleBackbone Type=CNN-based2024.03 | 24.18 | 21.31 | |
| CumixBackbone Type=CNN-based2024.03 | 18.67 | 19.53 |