Partial Domain Adaptation on Office-Home

11개 결과 · ⬇ CSV · JSON

Accuracy (%)

Rank	Model	Accuracy (%)	Paper	Code	Year
1	EvoADA	80.2	On Evolving Attention Towards Domain Adaptation		2021
2	AR+LS	79.44	Adversarial Reweighting for Partial Domain Adaptation	xjtu-xgu/adversarial-reweighting-for-partial-domain-adaptation	2021
3	SHOT	78.3	Do We Really Need to Access the Source Data? Source Hypothesis Transfer for Unsupervised Domain Adaptation	tim-learn/SHOT · Claydon-Wang/OFTTA · AlexisGuichemerreCode/survey_hist_wsol_sfda	2020
4	SPDA	77.12	Selective Partial Domain Adaptation	Pengxin-Guo/SPDA · gpx333/spda	2022
5	BA^3US	76.0	A Balanced and Uncertainty-aware Approach for Partial Domain Adaptation	tim-learn/BA3US	2020
6	SCS-LP	75.4	Source Class Selection with Label Propagation for Partial Domain Adaptation	hellowangqian/scs-lp-pda	2021
7	SLM	75.29	Select, Label, and Mix: Learning Discriminative Invariant Feature Representations for Partial Domain Adaptation		2020
8	MCC	75.1	Minimum Class Confusion for Versatile Domain Adaptation	thuml/Transfer-Learning-Library · kevinmusgrave/pytorch-adapt · thuml/Versatile-Domain-Adaptation	2019
9	RTNet_adv	72.3	Selective Transfer with Reinforced Transfer Network for Partial Domain Adaptation		2019
10	SAFN	71.8	Larger Norm More Transferable: An Adaptive Feature Norm Approach for Unsupervised Domain Adaptation	thuml/Transfer-Learning-Library · kevinmusgrave/pytorch-adapt · jihanyang/AFN	2018
11	ETN	70.5	Learning to Transfer Examples for Partial Domain Adaptation	thuml/ETN	2019