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ResearchFormerly WizWand

Image Classification on ImageNet 1% labels 1k (train val)

66.8Top-1 AccuracyBAM
50.57654.7885963.212Aug 4, 2024
Updated 8mo ago

Evaluation results

MethodLinks
BAMarch.=ViT-B/16, params=85M, Training Protocol=Semi-supervised2024.0866.8
MoCoV3arch.=ViT-B/16, params=85M, Training Protocol=Semi-supervised2024.0866.3
DINOarch.=ViT-B/16, params=85M, Training Protocol=Semi-supervised2024.0865
BAMarch.=ViT-S/16, params=21M, Training Protocol=Semi-supervised2024.0860
DINOarch.=ViT-S/16, params=21M, Training Protocol=Semi-supervised2024.0858.7
MAEarch.=ViT-B/16, params=85M, Training Protocol=Semi-supervised2024.0857.4
MoCoV3arch.=ViT-S/16, params=21M, Training Protocol=Semi-supervised2024.0851.2