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ResearchFormerly WizWand

Image Classification on Spawrious (O2O-Medium)

62.9AccuracyMMD + DPP
50.52453.73756.9560.163May 6, 2026
Updated 6mo ago

Evaluation results

MethodLinks
MMD + DPPBackbone=ResNet-18, Optimizer=Adam, Iterations=3000, Sampler=DPP2026.0562.9
ERMBackbone=ResNet-18, Optimizer=Adam, Iterations=30002026.0562.6
CORAL + VaRDASSBackbone=ResNet-18, Optimizer=Adam, Iterations=3000, Sampler=VaRDASS2026.0562.2
MMDBackbone=ResNet-18, Optimizer=Adam, Iterations=30002026.0561.9
MMD + AnticlusteringBackbone=ResNet-18, Optimizer=Adam, Iterations=3000, Sampler=Anticlustering2026.0561.7
CORAL + ORDEREDBackbone=ResNet-18, Optimizer=Adam, Iterations=3000, Sampler=ORDERED2026.0561.6
MMD + VaRDASSBackbone=ResNet-18, Optimizer=Adam, Iterations=3000, Sampler=VaRDASS2026.0561.5
CORAL + DPPBackbone=ResNet-18, Optimizer=Adam, Iterations=3000, Sampler=DPP2026.0559.8
ARMBackbone=ResNet-18, Optimizer=Adam, Iterations=30002026.0558.6
MMD + k-means++Backbone=ResNet-18, Optimizer=Adam, Iterations=3000, Sampler=k-means++2026.0558.6
CDAN + ELSBackbone=ResNet-18, Optimizer=Adam, Iterations=30002026.0558.4
CORALBackbone=ResNet-18, Optimizer=Adam, Iterations=30002026.0558.4
CORAL + k-means++Backbone=ResNet-18, Optimizer=Adam, Iterations=3000, Sampler=k-means++2026.0558.2
CORAL + AnticlusteringBackbone=ResNet-18, Optimizer=Adam, Iterations=3000, Sampler=Anticlustering2026.0557.6
DANNBackbone=ResNet-18, Optimizer=Adam, Iterations=30002026.0557.1
CDANBackbone=ResNet-18, Optimizer=Adam, Iterations=30002026.0557
MMD + ORDEREDBackbone=ResNet-18, Optimizer=Adam, Iterations=3000, Sampler=ORDERED2026.0556.4
CDAN + SDATBackbone=ResNet-18, Optimizer=Adam, Iterations=30002026.0554.3
MCCBackbone=ResNet-18, Optimizer=Adam, Iterations=30002026.0551