Office-Home
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
Office-Home Unsupervised Domain Adaptation
38.9Acc (Ar -> Cl)
8
Office-Home alpha=0.1 (test)
80.66Accuracy (A)
7
Office-Home-65
58.64Du-a
7
Office-Home-65 Re
73.77Du-a
7
Office-Home 65 Pr
67.55Du-a
7
Office-Home-65 (Cl)
28.95Du-a
7
Office-Home-65 Ar
64.29Du-a Score
7
Office-Home Three-source domain adaptation
89.88Accuracy (Ar)
7
Office-Home-65 RealWorld
87.5Au
7
Office-Home-65 Product
90.5Au
7
Office-Home 65 Clipart
73.8Au
7
Office-Home-65 Art
83.5Au
7
Office-Home Expanded domain
72.67Accuracy
7
Office-Home Target domain
63.9Accuracy
7
Office-Home Source domain
82.57Accuracy
7
Office-Home alpha=0.01
72.29Accuracy (A)
6
Office-Home Ar -> Pr
75.75Overall Accuracy
6
Office-Home Partial-set DA
66.9A->C Accuracy
6
Office-Home OOD (test)
34.2Accuracy (Acc.)
5
Office-Home ID (test)
63.44Accuracy
5
Office-Home
80.82RE → PR Score
5
Office-Home
83.3Accuracy (Ar Domain)
5
Office-Home RealWorld 65
53.25Wua
5
Office-Home Product 65
58.71Wua
5
Office-Home Clipart 65
56.45Wua
5