SOTAVerified

Universal Domain Adaptation

Papers

Showing 41–50 of 55 papers

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

#ModelMetricClaimedVerifiedStatus
1TASCH-Score89.44—Unverified
2UniAMH-Score81.68—Unverified
3MLNetH-Score77.4—Unverified
4UniOTH-Score76.57—Unverified
5SANH-Score75.9—Unverified
6GLCH-Score75.6—Unverified
7GATEH-Score75.6—Unverified
8LEADH-Score75—Unverified
9OVANetH-Score71.8—Unverified
10DCCH-Score70.18—Unverified
#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
#ModelMetricClaimedVerifiedStatus
1TASCH-Score73.28—Unverified
2UniAMH-Score61.52—Unverified
3GLCH-Score55.1—Unverified
4UniOTH-Score52.04—Unverified
5SANH-Score52—Unverified
6LEADH-Score50.8—Unverified
7OVANetH-Score50.7—Unverified
8DCCH-Score49.2—Unverified
9CMUH-Score48.25—Unverified
10UMADH-Score47.1—Unverified
#ModelMetricClaimedVerifiedStatus
1UniAMH-score95.95—Unverified
2MLNetH-score92.8—Unverified
3SANH-score91.8—Unverified
4UniOTH-score91.13—Unverified
5LEADH-score87.8—Unverified
6GLCH-score87.8—Unverified
7GATEH-score87.6—Unverified
8UMADH-score87—Unverified
9OVANetH-score86.5—Unverified
10DCCH-score80.16—Unverified