SOTAVerified

Universal Domain Adaptation

Papers

Showing 110 of 55 papers

TitleStatusHype
Target Semantics Clustering via Text Representations for Robust Universal Domain AdaptationCode1
Analysis of Pseudo-Labeling for Online Source-Free Universal Domain AdaptationCode0
Optimal Transport and Adaptive Thresholding for Universal Domain Adaptation on Time SeriesCode0
Universal Domain Adaptation for Semantic SegmentationCode0
Reducing Source-Private Bias in Extreme Universal Domain Adaptation0
Prototypical Partial Optimal Transport for Universal Domain Adaptation0
Memory-Efficient Pseudo-Labeling for Online Source-Free Universal Domain Adaptation using a Gaussian Mixture ModelCode0
GLC++: Source-Free Universal Domain Adaptation through Global-Local Clustering and Contrastive Affinity LearningCode1
Universal Semi-Supervised Domain Adaptation by Mitigating Common-Class BiasCode0
LEAD: Learning Decomposition for Source-free Universal Domain AdaptationCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1UniAMH-score95.95Unverified
2MLNetH-score92.8Unverified
3SANH-score91.8Unverified
4UniOTH-score91.13Unverified
5GLCH-score87.8Unverified
6LEADH-score87.8Unverified
7GATEH-score87.6Unverified
8UMADH-score87Unverified
9OVANetH-score86.5Unverified
10DCCH-score80.16Unverified