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ResearchFormerly WizWand

Image Classification Accuracy on ImageNet-1K (val)

86.74Top-1 AccuracyDINOv3-L
74.145677.415380.68583.9547May 12, 2026
Updated 5mo ago

Evaluation results

MethodLinks
DINOv3-LResolution=768, Evaluation Protocol=Frozen backbone + Linear head2026.0586.74
DINOv3-LResolution=384, Evaluation Protocol=Frozen backbone + Linear head2026.0586.67
DINOv3-LResolution=512, Evaluation Protocol=Frozen backbone + Linear head2026.0586.67
DINOv3-LResolution=256, Evaluation Protocol=Frozen backbone + Linear head2026.0586.4
DINOv2-LResolution=392, Evaluation Protocol=Frozen backbone + Linear head2026.0584.79
DINOv2-LResolution=518, Evaluation Protocol=Frozen backbone + Linear head2026.0584.74
VECA-LResolution=512, Evaluation Protocol=Frozen backbone + Linear head2026.0584.73
VECA-LResolution=384, Evaluation Protocol=Frozen backbone + Linear head2026.0584.67
DINOv2-LResolution=252, Evaluation Protocol=Frozen backbone + Linear head2026.0584.58
VECA-LResolution=768, Evaluation Protocol=Frozen backbone + Linear head2026.0584.53
VECA-LResolution=256, Evaluation Protocol=Frozen backbone + Linear head2026.0584.51
DINOv2-LResolution=770, Evaluation Protocol=Frozen backbone + Linear head2026.0584.41
DINOv3-BResolution=512, Evaluation Protocol=Frozen backbone + Linear head2026.0584.15
DINOv3-BResolution=384, Evaluation Protocol=Frozen backbone + Linear head2026.0584.14
DINOv3-BResolution=768, Evaluation Protocol=Frozen backbone + Linear head2026.0584.08
DINOv3-BResolution=256, Evaluation Protocol=Frozen backbone + Linear head2026.0583.56
DINOv2-BResolution=518, Evaluation Protocol=Frozen backbone + Linear head2026.0583.34
DINOv2-BResolution=392, Evaluation Protocol=Frozen backbone + Linear head2026.0583.02
DINOv2-BResolution=770, Evaluation Protocol=Frozen backbone + Linear head2026.0582.81
DINOv2-BResolution=252, Evaluation Protocol=Frozen backbone + Linear head2026.0582.51
VECA-BResolution=384, Evaluation Protocol=Frozen backbone + Linear head2026.0582.37
VECA-BResolution=768, Evaluation Protocol=Frozen backbone + Linear head2026.0582.26
VECA-BResolution=512, Evaluation Protocol=Frozen backbone + Linear head2026.0582.25
VECA-BResolution=256, Evaluation Protocol=Frozen backbone + Linear head2026.0581.93
DINOv3-S+Resolution=512, Evaluation Protocol=Frozen backbone + Linear head2026.0581.23
DINOv3-S+Resolution=768, Evaluation Protocol=Frozen backbone + Linear head2026.0581.19
DINOv3-S+Resolution=384, Evaluation Protocol=Frozen backbone + Linear head2026.0580.77
DINOv3-S+Resolution=256, Evaluation Protocol=Frozen backbone + Linear head2026.0579.95
DINOv2-SResolution=518, Evaluation Protocol=Frozen backbone + Linear head2026.0579.94
DINOv2-SResolution=392, Evaluation Protocol=Frozen backbone + Linear head2026.0579.76
DINOv2-SResolution=770, Evaluation Protocol=Frozen backbone + Linear head2026.0579.41
DINOv3-SResolution=512, Evaluation Protocol=Frozen backbone + Linear head2026.0578.81
DINOv2-SResolution=252, Evaluation Protocol=Frozen backbone + Linear head2026.0578.77
DINOv3-SResolution=768, Evaluation Protocol=Frozen backbone + Linear head2026.0578.55
DINOv3-SResolution=384, Evaluation Protocol=Frozen backbone + Linear head2026.0578.43
VECA-S+Resolution=512, Evaluation Protocol=Frozen backbone + Linear head2026.0577.82
VECA-S+Resolution=384, Evaluation Protocol=Frozen backbone + Linear head2026.0577.58
VECA-S+Resolution=768, Evaluation Protocol=Frozen backbone + Linear head2026.0577.5
DINOv3-SResolution=256, Evaluation Protocol=Frozen backbone + Linear head2026.0577.31
VECA-S+Resolution=256, Evaluation Protocol=Frozen backbone + Linear head2026.0577.03
VECA-SResolution=512, Evaluation Protocol=Frozen backbone + Linear head2026.0575.74
VECA-SResolution=768, Evaluation Protocol=Frozen backbone + Linear head2026.0575.42
VECA-SResolution=384, Evaluation Protocol=Frozen backbone + Linear head2026.0575.39
VECA-SResolution=256, Evaluation Protocol=Frozen backbone + Linear head2026.0574.63