SOTAVerified

Universal Domain Adaptation

Papers

Showing 110 of 55 papers

TitleStatusHype
Learning to Detect Open Classes for Universal Domain AdaptationCode1
Domain Adaptation for Time Series Under Feature and Label ShiftsCode1
GLC++: Source-Free Universal Domain Adaptation through Global-Local Clustering and Contrastive Affinity LearningCode1
LEAD: Learning Decomposition for Source-free Universal Domain AdaptationCode1
Distance-based Hyperspherical Classification for Multi-source Open-Set Domain AdaptationCode1
Divergence Optimization for Noisy Universal Domain AdaptationCode1
DeepAstroUDA: Semi-Supervised Universal Domain Adaptation for Cross-Survey Galaxy Morphology Classification and Anomaly DetectionCode1
Do We Really Need to Access the Source Data? Source Hypothesis Transfer for Unsupervised Domain AdaptationCode1
HyperDomainNet: Universal Domain Adaptation for Generative Adversarial NetworksCode1
MLNet: Mutual Learning Network with Neighborhood Invariance for Universal Domain AdaptationCode1
Show:102550
← PrevPage 1 of 6Next →

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1TASCH-Score89.44Unverified
2UniAMH-Score81.68Unverified
3MLNetH-Score77.4Unverified
4UniOTH-Score76.57Unverified
5SANH-Score75.9Unverified
6GLCH-Score75.6Unverified
7GATEH-Score75.6Unverified
8LEADH-Score75Unverified
9OVANetH-Score71.8Unverified
10DCCH-Score70.18Unverified
#ModelMetricClaimedVerifiedStatus
1TASCH-score90.36Unverified
2LEADH-score76.6Unverified
3GLCH-score73.1Unverified
4MLNetH-score69.9Unverified
5UniAMH-score65.18Unverified
6SANH-score60.1Unverified
7UMADH-score58.3Unverified
8UniOTH-score57.32Unverified
9GATEH-score56.4Unverified
10OVANetH-score53.1Unverified
#ModelMetricClaimedVerifiedStatus
1TASCH-Score73.28Unverified
2UniAMH-Score61.52Unverified
3GLCH-Score55.1Unverified
4UniOTH-Score52.04Unverified
5SANH-Score52Unverified
6LEADH-Score50.8Unverified
7OVANetH-Score50.7Unverified
8DCCH-Score49.2Unverified
9CMUH-Score48.25Unverified
10UMADH-Score47.1Unverified
#ModelMetricClaimedVerifiedStatus
1UniAMH-score95.95Unverified
2MLNetH-score92.8Unverified
3SANH-score91.8Unverified
4UniOTH-score91.13Unverified
5LEADH-score87.8Unverified
6GLCH-score87.8Unverified
7GATEH-score87.6Unverified
8UMADH-score87Unverified
9OVANetH-score86.5Unverified
10DCCH-score80.16Unverified