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ResearchFormerly WizWand

Image Classification on CIFAR10 downstream (test)

96.22Balanced AccuracySupCon (Baseline)
89.92891.561593.19594.8285Feb 10, 2026
Updated 8mo ago

Evaluation results

MethodLinks
SupCon (Baseline)SSL Framework=SupCon, Setting=semi-black-box2026.0296.22
ZePAD (SimCLR)SSL Framework=SimCLR, Setting=semi-black-box2026.0295.05
MoCo2+ (Baseline)SSL Framework=MoCo2+, Setting=semi-black-box2026.0295.03
MoCo3 (Baseline)SSL Framework=MoCo3, Setting=semi-black-box2026.0294.71
BYOL (Baseline)SSL Framework=BYOL, Setting=semi-black-box2026.0294.39
ZePAD (MoCo3)SSL Framework=MoCo3, Setting=semi-black-box2026.0294.27
ZePAD (NNCLR)SSL Framework=NNCLR, Setting=semi-black-box2026.0293.96
ZePAD (MoCo2+)SSL Framework=MoCo2+, Setting=semi-black-box2026.0293.79
NNCLR (Baseline)SSL Framework=NNCLR, Setting=semi-black-box2026.0293.77
SimCLR (Baseline)SSL Framework=SimCLR, Setting=semi-black-box2026.0293.56
ZePAD (SwAV)SSL Framework=SwAV, Setting=semi-black-box2026.0293.51
ZePAD (BYOL)SSL Framework=BYOL, Setting=semi-black-box2026.0293.49
ZePAD (W-MSE)SSL Framework=W-MSE, Setting=semi-black-box2026.0293.42
ZePAD (DINO)SSL Framework=DINO, Setting=semi-black-box2026.0293.36
ZePAD (VibCreg)SSL Framework=VibCreg, Setting=semi-black-box2026.0293.12
ZePAD (RESSL)SSL Framework=RESSL, Setting=semi-black-box2026.0292.87
RESSL (Baseline)SSL Framework=RESSL, Setting=semi-black-box2026.0292.73
ZePAD (SupCon)SSL Framework=SupCon, Setting=semi-black-box2026.0292.39
VibCreg (Baseline)SSL Framework=VibCreg, Setting=semi-black-box2026.0292.39
SwAV (Baseline)SSL Framework=SwAV, Setting=semi-black-box2026.0292.29
DINO (Baseline)SSL Framework=DINO, Setting=semi-black-box2026.0291.43
W-MSE (Baseline)SSL Framework=W-MSE, Setting=semi-black-box2026.0290.17