Image Classification on Describable Textures Dataset
73.3AccuracyC-RADIOv3
Evaluation results
| Method | Links | |
|---|---|---|
| C-RADIOv3Encoder=ViT-L, Dimension=32, Compression=PCA, Evaluation Protocol=Linear probing2026.01 | 73.3 | |
| C-RADIOv3Encoder=ViT-B, Dimension=32, Compression=PCA, Evaluation Protocol=Linear probing2026.01 | 71 | |
| SigLIP 2Encoder=ViT-B, Dimension=32, Compression=PCA, Evaluation Protocol=Linear probing2026.01 | 70.2 | |
| HUVREncoder=ViT-B, Dimension=32, Compression=HUVR, Evaluation Protocol=Linear probing2026.01 | 70.1 | |
| SigLIP 2Encoder=ViT-L, Dimension=32, Compression=PCA, Evaluation Protocol=Linear probing2026.01 | 67 | |
| HUVREncoder=ViT-L, Dimension=32, Compression=HUVR, Evaluation Protocol=Linear probing2026.01 | 66.8 | |
| DINOv3Encoder=ViT-L, Dimension=32, Compression=PCA, Evaluation Protocol=Linear probing2026.01 | 64.8 | |
| DINOv3Encoder=ViT-B, Dimension=32, Compression=PCA, Evaluation Protocol=Linear probing2026.01 | 64.5 | |
| HUVREncoder=ViT-B, Dimension=16, Compression=HUVR, Evaluation Protocol=Linear probing2026.01 | 59.8 | |
| DINOv3Encoder=ViT-B, Dimension=16, Compression=PCA, Evaluation Protocol=Linear probing2026.01 | 45.5 | |
| HUVREncoder=ViT-B, Dimension=8, Compression=HUVR, Evaluation Protocol=Linear probing2026.01 | 39.6 | |
| DINOv3Encoder=ViT-B, Dimension=8, Compression=PCA, Evaluation Protocol=Linear probing2026.01 | 28.8 |