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ResearchFormerly WizWand

Image Classification on Spawrious O2O-Easy

94.2AccuracyMMD + VaRDASS
67.57674.48881.488.312May 6, 2026
Updated 6mo ago

Evaluation results

MethodLinks
MMD + VaRDASSBackbone=ResNet-18, Optimizer=Adam, Iterations=3000, Sampler=VaRDASS2026.0594.2
MMD + ORDEREDBackbone=ResNet-18, Optimizer=Adam, Iterations=3000, Sampler=ORDERED2026.0593.5
CDAN + SDATBackbone=ResNet-18, Optimizer=Adam, Iterations=30002026.0592.9
CDANBackbone=ResNet-18, Optimizer=Adam, Iterations=30002026.0591.9
DANNBackbone=ResNet-18, Optimizer=Adam, Iterations=30002026.0591.4
CORAL + VaRDASSBackbone=ResNet-18, Optimizer=Adam, Iterations=3000, Sampler=VaRDASS2026.0590.1
CDAN + ELSBackbone=ResNet-18, Optimizer=Adam, Iterations=30002026.0589.8
CORAL + AnticlusteringBackbone=ResNet-18, Optimizer=Adam, Iterations=3000, Sampler=Anticlustering2026.0589.1
CORAL + ORDEREDBackbone=ResNet-18, Optimizer=Adam, Iterations=3000, Sampler=ORDERED2026.0588.2
MCCBackbone=ResNet-18, Optimizer=Adam, Iterations=30002026.0587.6
MMD + k-means++Backbone=ResNet-18, Optimizer=Adam, Iterations=3000, Sampler=k-means++2026.0583.7
MMD + DPPBackbone=ResNet-18, Optimizer=Adam, Iterations=3000, Sampler=DPP2026.0583.6
CORAL + k-means++Backbone=ResNet-18, Optimizer=Adam, Iterations=3000, Sampler=k-means++2026.0582.8
CORAL + DPPBackbone=ResNet-18, Optimizer=Adam, Iterations=3000, Sampler=DPP2026.0579.8
MMDBackbone=ResNet-18, Optimizer=Adam, Iterations=30002026.0579.2
MMD + AnticlusteringBackbone=ResNet-18, Optimizer=Adam, Iterations=3000, Sampler=Anticlustering2026.0574.5
CORALBackbone=ResNet-18, Optimizer=Adam, Iterations=30002026.0570.7
ARMBackbone=ResNet-18, Optimizer=Adam, Iterations=30002026.0570.2
ERMBackbone=ResNet-18, Optimizer=Adam, Iterations=30002026.0568.6