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ResearchFormerly WizWand

Image Classification on Spawrious M2M-Medium

75.9AccuracyMMD + VaRDASS
40.85249.95159.0568.149May 6, 2026
Updated 6mo ago

Evaluation results

MethodLinks
MMD + VaRDASSBackbone=ResNet-18, Optimizer=Adam, Iterations=3000, Sampler=VaRDASS2026.0575.9
MMD + ORDEREDBackbone=ResNet-18, Optimizer=Adam, Iterations=3000, Sampler=ORDERED2026.0570.5
MMD + AnticlusteringBackbone=ResNet-18, Optimizer=Adam, Iterations=3000, Sampler=Anticlustering2026.0563.7
CDAN + ELSBackbone=ResNet-18, Optimizer=Adam, Iterations=30002026.0562.3
CORAL + ORDEREDBackbone=ResNet-18, Optimizer=Adam, Iterations=3000, Sampler=ORDERED2026.0560.5
CDAN + SDATBackbone=ResNet-18, Optimizer=Adam, Iterations=30002026.0560.3
MMD + k-means++Backbone=ResNet-18, Optimizer=Adam, Iterations=3000, Sampler=k-means++2026.0560
CORAL + DPPBackbone=ResNet-18, Optimizer=Adam, Iterations=3000, Sampler=DPP2026.0558.5
CDANBackbone=ResNet-18, Optimizer=Adam, Iterations=30002026.0558.3
MMD + DPPBackbone=ResNet-18, Optimizer=Adam, Iterations=3000, Sampler=DPP2026.0557.4
MMDBackbone=ResNet-18, Optimizer=Adam, Iterations=30002026.0555.3
DANNBackbone=ResNet-18, Optimizer=Adam, Iterations=30002026.0554.8
CORAL + k-means++Backbone=ResNet-18, Optimizer=Adam, Iterations=3000, Sampler=k-means++2026.0554.7
CORALBackbone=ResNet-18, Optimizer=Adam, Iterations=30002026.0554.1
CORAL + VaRDASSBackbone=ResNet-18, Optimizer=Adam, Iterations=3000, Sampler=VaRDASS2026.0551.7
CORAL + AnticlusteringBackbone=ResNet-18, Optimizer=Adam, Iterations=3000, Sampler=Anticlustering2026.0551.4
MCCBackbone=ResNet-18, Optimizer=Adam, Iterations=30002026.0546.4
ERMBackbone=ResNet-18, Optimizer=Adam, Iterations=30002026.0545
ARMBackbone=ResNet-18, Optimizer=Adam, Iterations=30002026.0542.2