Image Classification on Spawrious M2M-Easy
92.9Accuracy (M2M-Easy)CDAN
Evaluation Results
| Method | Links | |
|---|---|---|
| CDANBackbone=ResNet-18, Optimizer=Adam, Iterations=30002026.05 | 92.9 | |
| DANNBackbone=ResNet-18, Optimizer=Adam, Iterations=30002026.05 | 91.1 | |
| CDAN + ELSBackbone=ResNet-18, Optimizer=Adam, Iterations=30002026.05 | 89.9 | |
| MMD + ORDEREDBackbone=ResNet-18, Optimizer=Adam, Iterations=3000, Sampler=ORDERED2026.05 | 88.6 | |
| CORAL + AnticlusteringBackbone=ResNet-18, Optimizer=Adam, Iterations=3000, Sampler=Anticlustering2026.05 | 87.5 | |
| CORAL + ORDEREDBackbone=ResNet-18, Optimizer=Adam, Iterations=3000, Sampler=ORDERED2026.05 | 84.1 | |
| CDAN + SDATBackbone=ResNet-18, Optimizer=Adam, Iterations=30002026.05 | 83.3 | |
| CORAL + DPPBackbone=ResNet-18, Optimizer=Adam, Iterations=3000, Sampler=DPP2026.05 | 79.6 | |
| MMD + k-means++Backbone=ResNet-18, Optimizer=Adam, Iterations=3000, Sampler=k-means++2026.05 | 79.3 | |
| MMD + DPPBackbone=ResNet-18, Optimizer=Adam, Iterations=3000, Sampler=DPP2026.05 | 79.1 | |
| CORALBackbone=ResNet-18, Optimizer=Adam, Iterations=30002026.05 | 78.6 | |
| MCCBackbone=ResNet-18, Optimizer=Adam, Iterations=30002026.05 | 77.5 | |
| CORAL + VaRDASSBackbone=ResNet-18, Optimizer=Adam, Iterations=3000, Sampler=VaRDASS2026.05 | 77 | |
| MMD + VaRDASSBackbone=ResNet-18, Optimizer=Adam, Iterations=3000, Sampler=VaRDASS2026.05 | 76.9 | |
| MMDBackbone=ResNet-18, Optimizer=Adam, Iterations=30002026.05 | 76.2 | |
| CORAL + k-means++Backbone=ResNet-18, Optimizer=Adam, Iterations=3000, Sampler=k-means++2026.05 | 75.5 | |
| MMD + AnticlusteringBackbone=ResNet-18, Optimizer=Adam, Iterations=3000, Sampler=Anticlustering2026.05 | 75.4 | |
| ERMBackbone=ResNet-18, Optimizer=Adam, Iterations=30002026.05 | 70.2 | |
| ARMBackbone=ResNet-18, Optimizer=Adam, Iterations=30002026.05 | 68.7 |