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ResearchFormerly WizWand

Image Classification on ImageNet 20 Dp: CIFAR10 downstream (test)

93.88Balanced AccuracyZePAD (MoCo3)
55.025665.112875.285.2872Feb 10, 2026
Updated 8mo ago

Evaluation results

MethodLinks
ZePAD (MoCo3)SSL Framework=MoCo32026.0293.88
ZePAD (MoCo2+)SSL Framework=MoCo2+2026.0293.46
ZePAD (SupCon)SSL Framework=SupCon2026.0293.44
ZePAD (NNCLR)SSL Framework=NNCLR2026.0293.39
ZePAD (VibCreg)SSL Framework=VibCreg2026.0293.12
ZePAD (SimCLR)SSL Framework=SimCLR2026.0293.07
ZePAD (BYOL)SSL Framework=BYOL2026.0293.05
ZePAD (DINO)SSL Framework=DINO2026.0293.05
ZePAD (W-MSE)SSL Framework=W-MSE2026.0293.03
ZePAD (SwAV)SSL Framework=SwAV2026.0293.02
ZePAD (RESSL)SSL Framework=RESSL2026.0292.43
ZePAD (MoCo2+)SSL Framework=MoCo2+2026.0274.45
ZePAD (MoCo3)SSL Framework=MoCo32026.0274.45
ZePAD (SimCLR)SSL Framework=SimCLR2026.0274.08
ZePAD (W-MSE)SSL Framework=W-MSE2026.0273.93
ZePAD (VibCreg)SSL Framework=VibCreg2026.0273.41
ZePAD (DINO)SSL Framework=DINO2026.0273.35
VibCreg (Baseline)SSL Framework=VibCreg2026.0273.35
ZePAD (NNCLR)SSL Framework=NNCLR2026.0273.09
ZePAD (SwAV)SSL Framework=SwAV2026.0272.94
ZePAD (BYOL)SSL Framework=BYOL2026.0272.88
ZePAD (SupCon)SSL Framework=SupCon2026.0272.54
ZePAD (RESSL)SSL Framework=RESSL2026.0272.39
NNCLR (Baseline)SSL Framework=NNCLR2026.0272.38
MoCo3 (Baseline)SSL Framework=MoCo32026.0272.37
DINO (Baseline)SSL Framework=DINO2026.0271.75
SupCon (Baseline)SSL Framework=SupCon2026.0271.35
RESSL (Baseline)SSL Framework=RESSL2026.0271.2
SimCLR (Baseline)SSL Framework=SimCLR2026.0270.56
MoCo2+ (Baseline)SSL Framework=MoCo2+2026.0270.35
BYOL (Baseline)SSL Framework=BYOL2026.0268.6
SwAV (Baseline)SSL Framework=SwAV2026.0268.46
BYOL (Baseline)SSL Framework=BYOL2026.0267.47
DINO (Baseline)SSL Framework=DINO2026.0266.45
MoCo2+ (Baseline)SSL Framework=MoCo2+2026.0266.22
NNCLR (Baseline)SSL Framework=NNCLR2026.0265.94
MoCo3 (Baseline)SSL Framework=MoCo32026.0265
SwAV (Baseline)SSL Framework=SwAV2026.0263.01
VibCreg (Baseline)SSL Framework=VibCreg2026.0262.31
RESSL (Baseline)SSL Framework=RESSL2026.0261.95
W-MSE (Baseline)SSL Framework=W-MSE2026.0259.01
SupCon (Baseline)SSL Framework=SupCon2026.0258.87
SimCLR (Baseline)SSL Framework=SimCLR2026.0257.74
W-MSE (Baseline)SSL Framework=W-MSE2026.0256.52