HyperAI超神经

Partial Domain Adaptation On Office Home

评估指标

Accuracy (%)

评测结果

各个模型在此基准测试上的表现结果

		Paper Title
EvoADA	80.2	On Evolving Attention Towards Domain Adaptation
AR+LS	79.44	Adversarial Reweighting for Partial Domain Adaptation
SHOT	78.3	Do We Really Need to Access the Source Data? Source Hypothesis Transfer for Unsupervised Domain Adaptation
SPDA	77.12	Selective Partial 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
SLM	75.29	Select, Label, and Mix: Learning Discriminative Invariant Feature Representations for Partial Domain Adaptation
MCC	75.1	Minimum Class Confusion for Versatile Domain Adaptation
RTNet_adv	72.3	Selective Transfer with Reinforced Transfer Network for Partial Domain Adaptation
SAFN	71.8	Larger Norm More Transferable: An Adaptive Feature Norm Approach for Unsupervised Domain Adaptation
ETN	70.5	Learning to Transfer Examples for Partial Domain Adaptation

0 of 11 row(s) selected.

HyperAI超神经

Partial Domain Adaptation On Office Home

评估指标

Accuracy (%)

评测结果

各个模型在此基准测试上的表现结果

		Paper Title
EvoADA	80.2	On Evolving Attention Towards Domain Adaptation
AR+LS	79.44	Adversarial Reweighting for Partial Domain Adaptation
SHOT	78.3	Do We Really Need to Access the Source Data? Source Hypothesis Transfer for Unsupervised Domain Adaptation
SPDA	77.12	Selective Partial 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
SLM	75.29	Select, Label, and Mix: Learning Discriminative Invariant Feature Representations for Partial Domain Adaptation
MCC	75.1	Minimum Class Confusion for Versatile Domain Adaptation
RTNet_adv	72.3	Selective Transfer with Reinforced Transfer Network for Partial Domain Adaptation
SAFN	71.8	Larger Norm More Transferable: An Adaptive Feature Norm Approach for Unsupervised Domain Adaptation
ETN	70.5	Learning to Transfer Examples for Partial Domain Adaptation

0 of 11 row(s) selected.

Partial Domain Adaptation On Office Home | SOTA | HyperAI超神经