Style classification on WikiArt (test)
74.3PrecisionCLIP-Linear
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| CLIP-LinearTrainable=true, Strategy=Linear2026.05 | 74.3 | 67.2 | 69.8 | 69.2 | |
| DINO-LinearTrainable=true, Strategy=Linear2026.05 | 71.5 | 61.4 | 65 | 65 | |
| CLIP-KNNTrainable=false, Strategy=KNN2026.05 | 69.2 | 68.6 | 68.3 | 70.6 | |
| EfficientNetV2Trainable=true, Strategy=Supervised2026.05 | 68.9 | 68.6 | 68.3 | 68.6 | |
| DINO-KNNTrainable=false, Strategy=KNN2026.05 | 63.5 | 62.4 | 61.7 | 63.2 | |
| CLIP Zero-ShotTrainable=false, Strategy=Zero-Shot2026.05 | 39.3 | 41.2 | 36.8 | 41.9 | |
| DINO Zero-ShotTrainable=false, Strategy=Zero-Shot2026.05 | 29.1 | 34.8 | 26.1 | 27.4 |