Image Classification on Stanford Dogs 1.0 (test)
76.9CLIP ScoreFull Dataset
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Full DatasetTrain Set=Full2026.02 | 76.9 | 88.6 | 82.6 | 72.3 | 80.1 | |
| Ours (SFM+CI)Train Set=1 Img/Cls2026.02 | 62.4 | 85.5 | 78.7 | 70 | 74.2 | |
| Ours (SFM)Train Set=1 Img/Cls2026.02 | 55 | 81.8 | 72.9 | 67.2 | 69.2 | |
| LGMTrain Set=1 Img/Cls2026.02 | 52.1 | 83 | 74.8 | 69.6 | 69.9 | |
| CentroidsTrain Set=1 Img/Cls2026.02 | 43.3 | 73 | 60.9 | 55.2 | 58.1 | |
| Neighbors (SFM)Train Set=1 Img/Cls2026.02 | 35.7 | 72.3 | 60.3 | 55.5 | 56 | |
| Neighbors (LGM)Train Set=1 Img/Cls2026.02 | 33.4 | 71.3 | 58.5 | 56.3 | 54.9 | |
| RandomTrain Set=1 Img/Cls2026.02 | 23.3 | 51.9 | 38.3 | 36.6 | 37.5 |