SOTAVerified

Universal Domain Adaptation

Papers

Showing 4150 of 55 papers

TitleStatusHype
Boosting Novel Category Discovery Over Domains with Soft Contrastive Learning and All-in-One Classifier0
Exploiting Inter-Sample Affinity for Knowability-Aware Universal Domain Adaptation0
Generalized Universal Domain Adaptation with Generative Flow Networks0
Geometric Anchor Correspondence Mining With Uncertainty Modeling for Universal Domain Adaptation0
Learning Classifiers of Prototypes and Reciprocal Points for Universal Domain Adaptation0
0/1 Deep Neural Networks via Block Coordinate Descent0
Reducing Source-Private Bias in Extreme Universal Domain Adaptation0
Subsidiary Prototype Alignment for Universal Domain Adaptation0
Towards Adaptive Unknown Authentication for Universal Domain Adaptation by Classifier Paradox0
UMAD: Universal Model Adaptation under Domain and Category Shift0
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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