Image Classification on Spawrious (O2O-Medium)
62.9AccuracyMMD + DPP
Evaluation Results
| Method | Links | |
|---|---|---|
| MMD + DPPBackbone=ResNet-18, Optimizer=Adam, Iterations=3000, Sampler=DPP2026.05 | 62.9 | |
| ERMBackbone=ResNet-18, Optimizer=Adam, Iterations=30002026.05 | 62.6 | |
| CORAL + VaRDASSBackbone=ResNet-18, Optimizer=Adam, Iterations=3000, Sampler=VaRDASS2026.05 | 62.2 | |
| MMDBackbone=ResNet-18, Optimizer=Adam, Iterations=30002026.05 | 61.9 | |
| MMD + AnticlusteringBackbone=ResNet-18, Optimizer=Adam, Iterations=3000, Sampler=Anticlustering2026.05 | 61.7 | |
| CORAL + ORDEREDBackbone=ResNet-18, Optimizer=Adam, Iterations=3000, Sampler=ORDERED2026.05 | 61.6 | |
| MMD + VaRDASSBackbone=ResNet-18, Optimizer=Adam, Iterations=3000, Sampler=VaRDASS2026.05 | 61.5 | |
| CORAL + DPPBackbone=ResNet-18, Optimizer=Adam, Iterations=3000, Sampler=DPP2026.05 | 59.8 | |
| ARMBackbone=ResNet-18, Optimizer=Adam, Iterations=30002026.05 | 58.6 | |
| MMD + k-means++Backbone=ResNet-18, Optimizer=Adam, Iterations=3000, Sampler=k-means++2026.05 | 58.6 | |
| CDAN + ELSBackbone=ResNet-18, Optimizer=Adam, Iterations=30002026.05 | 58.4 | |
| CORALBackbone=ResNet-18, Optimizer=Adam, Iterations=30002026.05 | 58.4 | |
| CORAL + k-means++Backbone=ResNet-18, Optimizer=Adam, Iterations=3000, Sampler=k-means++2026.05 | 58.2 | |
| CORAL + AnticlusteringBackbone=ResNet-18, Optimizer=Adam, Iterations=3000, Sampler=Anticlustering2026.05 | 57.6 | |
| DANNBackbone=ResNet-18, Optimizer=Adam, Iterations=30002026.05 | 57.1 | |
| CDANBackbone=ResNet-18, Optimizer=Adam, Iterations=30002026.05 | 57 | |
| MMD + ORDEREDBackbone=ResNet-18, Optimizer=Adam, Iterations=3000, Sampler=ORDERED2026.05 | 56.4 | |
| CDAN + SDATBackbone=ResNet-18, Optimizer=Adam, Iterations=30002026.05 | 54.3 | |
| MCCBackbone=ResNet-18, Optimizer=Adam, Iterations=30002026.05 | 51 |