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ResearchFormerly WizWand

Image Classification on ANIMALS10 CIFAR10 downstream (test)

98.86BAZePAD (VibCreg)
79.651284.638189.62594.6119Feb 10, 2026
Updated 8mo ago

Evaluation results

MethodLinks
ZePAD (VibCreg)SSL Framework=VibCreg2026.0298.86
ZePAD (RESSL)SSL Framework=RESSL2026.0298.67
ZePAD (MoCo2+)SSL Framework=MoCo2+2026.0298.56
ZePAD (MoCo3)SSL Framework=MoCo32026.0298.41
ZePAD (BYOL)SSL Framework=BYOL2026.0298.29
ZePAD (SwAV)SSL Framework=SwAV2026.0298.07
ZePAD (SimCLR)SSL Framework=SimCLR2026.0297.92
ZePAD (NNCLR)SSL Framework=NNCLR2026.0297.84
ZePAD (SupCon)SSL Framework=SupCon2026.0297.79
ZePAD (DINO)SSL Framework=DINO2026.0297.76
ZePAD (W-MSE)SSL Framework=W-MSE2026.0297.35
VibCreg (Baseline)SSL Framework=VibCreg2026.0294.7
NNCLR (Baseline)SSL Framework=NNCLR2026.0291.22
SimCLR (Baseline)SSL Framework=SimCLR2026.0290.82
BYOL (Baseline)SSL Framework=BYOL2026.0290.22
SwAV (Baseline)SSL Framework=SwAV2026.0289.16
SupCon (Baseline)SSL Framework=SupCon2026.0288.23
MoCo3 (Baseline)SSL Framework=MoCo32026.0288.05
MoCo2+ (Baseline)SSL Framework=MoCo2+2026.0288.03
RESSL (Baseline)SSL Framework=RESSL2026.0287.86
DINO (Baseline)SSL Framework=DINO2026.0285.01
W-MSE (Baseline)SSL Framework=W-MSE2026.0280.39