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ResearchFormerly WizWand

Image Classification on Spawrious M2M-Easy

92.9Accuracy (M2M-Easy)CDAN
67.73274.26680.887.334May 6, 2026
Updated 6mo ago

Evaluation results

MethodLinks
CDANBackbone=ResNet-18, Optimizer=Adam, Iterations=30002026.0592.9
DANNBackbone=ResNet-18, Optimizer=Adam, Iterations=30002026.0591.1
CDAN + ELSBackbone=ResNet-18, Optimizer=Adam, Iterations=30002026.0589.9
MMD + ORDEREDBackbone=ResNet-18, Optimizer=Adam, Iterations=3000, Sampler=ORDERED2026.0588.6
CORAL + AnticlusteringBackbone=ResNet-18, Optimizer=Adam, Iterations=3000, Sampler=Anticlustering2026.0587.5
CORAL + ORDEREDBackbone=ResNet-18, Optimizer=Adam, Iterations=3000, Sampler=ORDERED2026.0584.1
CDAN + SDATBackbone=ResNet-18, Optimizer=Adam, Iterations=30002026.0583.3
CORAL + DPPBackbone=ResNet-18, Optimizer=Adam, Iterations=3000, Sampler=DPP2026.0579.6
MMD + k-means++Backbone=ResNet-18, Optimizer=Adam, Iterations=3000, Sampler=k-means++2026.0579.3
MMD + DPPBackbone=ResNet-18, Optimizer=Adam, Iterations=3000, Sampler=DPP2026.0579.1
CORALBackbone=ResNet-18, Optimizer=Adam, Iterations=30002026.0578.6
MCCBackbone=ResNet-18, Optimizer=Adam, Iterations=30002026.0577.5
CORAL + VaRDASSBackbone=ResNet-18, Optimizer=Adam, Iterations=3000, Sampler=VaRDASS2026.0577
MMD + VaRDASSBackbone=ResNet-18, Optimizer=Adam, Iterations=3000, Sampler=VaRDASS2026.0576.9
MMDBackbone=ResNet-18, Optimizer=Adam, Iterations=30002026.0576.2
CORAL + k-means++Backbone=ResNet-18, Optimizer=Adam, Iterations=3000, Sampler=k-means++2026.0575.5
MMD + AnticlusteringBackbone=ResNet-18, Optimizer=Adam, Iterations=3000, Sampler=Anticlustering2026.0575.4
ERMBackbone=ResNet-18, Optimizer=Adam, Iterations=30002026.0570.2
ARMBackbone=ResNet-18, Optimizer=Adam, Iterations=30002026.0568.7