SOTAVerified

Universal Domain Adaptation

Papers

Showing 3140 of 55 papers

TitleStatusHype
A Unified Framework for Unsupervised Domain Adaptation based on Instance Weighting0
Universal Domain Adaptation for Robust Handling of Distributional Shifts in NLPCode0
Memory-Assisted Sub-Prototype Mining for Universal Domain Adaptation0
COCA: Classifier-Oriented Calibration via Textual Prototype for Source-Free Universal Domain AdaptationCode0
Generalized Universal Domain Adaptation with Generative Flow Networks0
Universal Domain Adaptation via Compressive Attention Matching0
Boosting Novel Category Discovery Over Domains with Soft Contrastive Learning and All in One ClassifierCode0
Learning Classifiers of Prototypes and Reciprocal Points for Universal Domain Adaptation0
Boosting Novel Category Discovery Over Domains with Soft Contrastive Learning and All-in-One Classifier0
Subsidiary Prototype Alignment for Universal Domain Adaptation0
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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