SOTAVerified

Universal Domain Adaptation

Papers

Showing 1–10 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 Adaptation—0
Prototypical Partial Optimal Transport for Universal Domain Adaptation—0
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
1TASCH-score90.36—Unverified
2LEADH-score76.6—Unverified
3GLCH-score73.1—Unverified
4MLNetH-score69.9—Unverified
5UniAMH-score65.18—Unverified
6SANH-score60.1—Unverified
7UMADH-score58.3—Unverified
8UniOTH-score57.32—Unverified
9GATEH-score56.4—Unverified
10OVANetH-score53.1—Unverified