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ホームニュース論文チュートリアルデータセット百科事典SOTALLMモデルGPU ランキング学会
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Universal Domain Adaptation On Office 31

評価指標

H-score
Source-Free

評価結果

このベンチマークにおける各モデルのパフォーマンス結果

モデル名
H-score
Source-Free
Paper TitleRepository
GATE87.6noGeometric Anchor Correspondence Mining With Uncertainty Modeling for Universal Domain Adaptation-
OVANet86.5noOVANet: One-vs-All Network for Universal Domain Adaptation
LEAD87.8yesLEAD: Learning Decomposition for Source-free Universal Domain Adaptation
GLC87.8yesUpcycling Models under Domain and Category Shift
UniAM95.95noUniversal Domain Adaptation via Compressive Attention Matching-
SAN91.8noBoosting Novel Category Discovery Over Domains with Soft Contrastive Learning and All in One Classifier-
DCC80.16noDomain Consensus Clustering for Universal Domain Adaptation-
CMU73.14noLearning to Detect Open Classes for Universal Domain Adaptation-
UAN63.46noUniversal Domain Adaptation-
UniOT91.13noUnified Optimal Transport Framework for Universal Domain Adaptation
UMAD87.0yesUMAD: Universal Model Adaptation under Domain and Category Shift-
MLNet92.8noMLNet: Mutual Learning Network with Neighborhood Invariance for Universal Domain Adaptation
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