Unsupervised Domain Adaptation On Office 31
Metrics
Accuracy
Results
Performance results of various models on this benchmark
Model Name | Accuracy | Paper Title | Repository |
|---|---|---|---|
| CHATTY + MCC | 89.9 | CHATTY: Coupled Holistic Adversarial Transport Terms with Yield for Unsupervised Domain Adaptation | - |
| PMTrans | 95.3 | Patch-Mix Transformer for Unsupervised Domain Adaptation: A Game Perspective | - |
| PDA (CLIP, ViT-B/16) | 91.2 | Prompt-based Distribution Alignment for Unsupervised Domain Adaptation | |
| EUDA | 92 | EUDA: An Efficient Unsupervised Domain Adaptation via Self-Supervised Vision Transformer | |
| Implicit Alignment (with MDD) | - | Implicit Class-Conditioned Domain Alignment for Unsupervised Domain Adaptation |
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