Image Classification Accuracy on ImageNet-1K (val)
86.74Top-1 AccuracyDINOv3-L
Evaluation Results
| Method | Links | |
|---|---|---|
| DINOv3-LResolution=768, Evaluation Protocol=Frozen backbone + Linear head2026.05 | 86.74 | |
| DINOv3-LResolution=384, Evaluation Protocol=Frozen backbone + Linear head2026.05 | 86.67 | |
| DINOv3-LResolution=512, Evaluation Protocol=Frozen backbone + Linear head2026.05 | 86.67 | |
| DINOv3-LResolution=256, Evaluation Protocol=Frozen backbone + Linear head2026.05 | 86.4 | |
| DINOv2-LResolution=392, Evaluation Protocol=Frozen backbone + Linear head2026.05 | 84.79 | |
| DINOv2-LResolution=518, Evaluation Protocol=Frozen backbone + Linear head2026.05 | 84.74 | |
| VECA-LResolution=512, Evaluation Protocol=Frozen backbone + Linear head2026.05 | 84.73 | |
| VECA-LResolution=384, Evaluation Protocol=Frozen backbone + Linear head2026.05 | 84.67 | |
| DINOv2-LResolution=252, Evaluation Protocol=Frozen backbone + Linear head2026.05 | 84.58 | |
| VECA-LResolution=768, Evaluation Protocol=Frozen backbone + Linear head2026.05 | 84.53 | |
| VECA-LResolution=256, Evaluation Protocol=Frozen backbone + Linear head2026.05 | 84.51 | |
| DINOv2-LResolution=770, Evaluation Protocol=Frozen backbone + Linear head2026.05 | 84.41 | |
| DINOv3-BResolution=512, Evaluation Protocol=Frozen backbone + Linear head2026.05 | 84.15 | |
| DINOv3-BResolution=384, Evaluation Protocol=Frozen backbone + Linear head2026.05 | 84.14 | |
| DINOv3-BResolution=768, Evaluation Protocol=Frozen backbone + Linear head2026.05 | 84.08 | |
| DINOv3-BResolution=256, Evaluation Protocol=Frozen backbone + Linear head2026.05 | 83.56 | |
| DINOv2-BResolution=518, Evaluation Protocol=Frozen backbone + Linear head2026.05 | 83.34 | |
| DINOv2-BResolution=392, Evaluation Protocol=Frozen backbone + Linear head2026.05 | 83.02 | |
| DINOv2-BResolution=770, Evaluation Protocol=Frozen backbone + Linear head2026.05 | 82.81 | |
| DINOv2-BResolution=252, Evaluation Protocol=Frozen backbone + Linear head2026.05 | 82.51 | |
| VECA-BResolution=384, Evaluation Protocol=Frozen backbone + Linear head2026.05 | 82.37 | |
| VECA-BResolution=768, Evaluation Protocol=Frozen backbone + Linear head2026.05 | 82.26 | |
| VECA-BResolution=512, Evaluation Protocol=Frozen backbone + Linear head2026.05 | 82.25 | |
| VECA-BResolution=256, Evaluation Protocol=Frozen backbone + Linear head2026.05 | 81.93 | |
| DINOv3-S+Resolution=512, Evaluation Protocol=Frozen backbone + Linear head2026.05 | 81.23 | |
| DINOv3-S+Resolution=768, Evaluation Protocol=Frozen backbone + Linear head2026.05 | 81.19 | |
| DINOv3-S+Resolution=384, Evaluation Protocol=Frozen backbone + Linear head2026.05 | 80.77 | |
| DINOv3-S+Resolution=256, Evaluation Protocol=Frozen backbone + Linear head2026.05 | 79.95 | |
| DINOv2-SResolution=518, Evaluation Protocol=Frozen backbone + Linear head2026.05 | 79.94 | |
| DINOv2-SResolution=392, Evaluation Protocol=Frozen backbone + Linear head2026.05 | 79.76 | |
| DINOv2-SResolution=770, Evaluation Protocol=Frozen backbone + Linear head2026.05 | 79.41 | |
| DINOv3-SResolution=512, Evaluation Protocol=Frozen backbone + Linear head2026.05 | 78.81 | |
| DINOv2-SResolution=252, Evaluation Protocol=Frozen backbone + Linear head2026.05 | 78.77 | |
| DINOv3-SResolution=768, Evaluation Protocol=Frozen backbone + Linear head2026.05 | 78.55 | |
| DINOv3-SResolution=384, Evaluation Protocol=Frozen backbone + Linear head2026.05 | 78.43 | |
| VECA-S+Resolution=512, Evaluation Protocol=Frozen backbone + Linear head2026.05 | 77.82 | |
| VECA-S+Resolution=384, Evaluation Protocol=Frozen backbone + Linear head2026.05 | 77.58 | |
| VECA-S+Resolution=768, Evaluation Protocol=Frozen backbone + Linear head2026.05 | 77.5 | |
| DINOv3-SResolution=256, Evaluation Protocol=Frozen backbone + Linear head2026.05 | 77.31 | |
| VECA-S+Resolution=256, Evaluation Protocol=Frozen backbone + Linear head2026.05 | 77.03 | |
| VECA-SResolution=512, Evaluation Protocol=Frozen backbone + Linear head2026.05 | 75.74 | |
| VECA-SResolution=768, Evaluation Protocol=Frozen backbone + Linear head2026.05 | 75.42 | |
| VECA-SResolution=384, Evaluation Protocol=Frozen backbone + Linear head2026.05 | 75.39 | |
| VECA-SResolution=256, Evaluation Protocol=Frozen backbone + Linear head2026.05 | 74.63 |