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ResearchFormerly WizWand

Image Classification on ImageNet 20 (test)

75.69Balanced AccuracyZePAD (MoCo3)
34.03844.851555.66566.4785Feb 10, 2026
Updated 8mo ago

Evaluation results

MethodLinks
ZePAD (MoCo3)SSL Framework=MoCo32026.0275.69
ZePAD (MoCo2+)SSL Framework=MoCo2+2026.0275.34
ZePAD (SimCLR)SSL Framework=SimCLR2026.0273.97
ZePAD (RESSL)SSL Framework=RESSL2026.0273.16
ZePAD (NNCLR)SSL Framework=NNCLR2026.0272.99
ZePAD (W-MSE)SSL Framework=W-MSE2026.0272.8
ZePAD (BYOL)SSL Framework=BYOL2026.0272.75
ZePAD (DINO)SSL Framework=DINO2026.0272.33
ZePAD (SwAV)SSL Framework=SwAV2026.0271.91
ZePAD (SupCon)SSL Framework=SupCon2026.0271.2
ZePAD (VibCreg)SSL Framework=VibCreg2026.0269.81
SimCLR (Baseline)SSL Framework=SimCLR2026.0256.44
NNCLR (Baseline)SSL Framework=NNCLR2026.0256.18
MoCo3 (Baseline)SSL Framework=MoCo32026.0254.36
VibCreg (Baseline)SSL Framework=VibCreg2026.0254.06
MoCo2+ (Baseline)SSL Framework=MoCo2+2026.0252.35
RESSL (Baseline)SSL Framework=RESSL2026.0251.49
DINO (Baseline)SSL Framework=DINO2026.0251.13
BYOL (Baseline)SSL Framework=BYOL2026.0248.76
SwAV (Baseline)SSL Framework=SwAV2026.0247.84
SupCon (Baseline)SSL Framework=SupCon2026.0247.4
W-MSE (Baseline)SSL Framework=W-MSE2026.0235.64