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Partial Domain Adaptation On Office Home

Metrics

Accuracy (%)

Results

Performance results of various models on this benchmark

Model Name	Accuracy (%)	Paper Title	Repository
AR+LS	79.44	Adversarial Reweighting for Partial Domain Adaptation
ETN	70.5	Learning to Transfer Examples for Partial Domain Adaptation
EvoADA	80.2	On Evolving Attention Towards Domain Adaptation	-
SPDA	77.12	Selective Partial Domain Adaptation
RTNet_adv	72.3	Selective Transfer with Reinforced Transfer Network for Partial Domain Adaptation	-
MCC	75.1	Minimum Class Confusion for Versatile Domain Adaptation
SAFN	71.8	Larger Norm More Transferable: An Adaptive Feature Norm Approach for Unsupervised Domain Adaptation
BA^3US	76.0	A Balanced and Uncertainty-aware Approach for Partial Domain Adaptation
SCS-LP	75.4	Source Class Selection with Label Propagation for Partial Domain Adaptation	-
SHOT	78.3	Do We Really Need to Access the Source Data? Source Hypothesis Transfer for Unsupervised Domain Adaptation
SLM	75.29	Select, Label, and Mix: Learning Discriminative Invariant Feature Representations for Partial Domain Adaptation	-

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