Office-Home
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
Office-Home
71.7Accuracy (Ar)
11
Office-Home Clipart → Art
69.87P@1
10
Office-Home Art → Clipart
84.55P@1
10
Office-Home Clipart → Product
72.67P@1
10
Office-Home Product → Clipart
88.31Precision@1
10
Office-Home Real → Product
92.1Precision@1
10
Office-Home Product → Real
93.26Precision@1
10
Office-Home Real → Clipart
89.03P@1
10
Office-Home Clipart → Real
73.36P@1
10
Office-Home Product → Art
88.8P@1
10
Office-Home Art → Product
81.17Precision@1
10
Office-Home Real → Art
91.74P@1
10
Office-Home Art → Real
89.53Precision@1
10
Office-Home
77.84AC Accuracy
10
Office-Home medium-sized (test)
57.1Acc (Ar→Cl)
10
Office-Home Partial-set
68.6Accuracy (Ar → Cl)
9
Office-Home
65.2Ar→Cl Accuracy
8
Office-Home Rw→Ar→Cl→Pr sequence
94.3Accuracy (Rw)
8
Office-Home Pr→Ar→Cl→Rw sequence
94.8Accuracy (Pr)
8
Office-Home Cl→Ar→Pr→Rw sequence
93.8Accuracy (Cl)
8
Office-Home Ar→Cl→Pr→Rw sequence
92.6Accuracy (Art)
8
Office-Home Art-Source (sub-table a)
61.22Accuracy (A->C)
8
Office-Home (test)
72.6OOD Accuracy (Ar -> Cl)
8
Office-Home (Partial)
0.405Accuracy (A->C)
8
Office-Home Partial-set (test)
64.8Accuracy (Ar->Cl)
8