Unsupervised Domain Adaptation On Office 31

Accuracy

Results

Performance results of various models on this benchmark

		Paper Title
PMTrans	95.3	Patch-Mix Transformer for Unsupervised Domain Adaptation: A Game Perspective
EUDA	92	EUDA: An Efficient Unsupervised Domain Adaptation via Self-Supervised Vision Transformer
PDA (CLIP, ViT-B/16)	91.2	Prompt-based Distribution Alignment for Unsupervised Domain Adaptation
CHATTY + MCC	89.9	CHATTY: Coupled Holistic Adversarial Transport Terms with Yield for Unsupervised Domain Adaptation
Implicit Alignment (with MDD)	-	Implicit Class-Conditioned Domain Alignment for Unsupervised Domain Adaptation

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