Office-Home
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
Office-Home R→P (test)
75.06MAP
33
Office-Home
80.8Accuracy (Ar->Cl)
31
Office-Home v1.0 (train test)
70.6Accuracy (Ar -> Cl)
28
Office-Home
0.602MAE
27
Office Home 65
0.712Dua
25
Office-Home v1 (target set)
0.98Pearson Correlation Coefficient
24
Office-Home
84Average Accuracy
22
Office-Home
88.25Last Accuracy
22
Office-Home
86.9Average Accuracy
22
Office-Home Real-World to Clipart (test)
39.52Accuracy (%)
22
Office-Home (train test)
81.2Ar -> Cl Accuracy
22
Office-Home Closed-set (test)
72.7Accuracy (Ar→Cl)
20
Office-Home
88.25Metric Ao
20
Office-Home Partial-set 76
73Accuracy (Ar -> Cl)
20
Office-Home (test)
86.76Accuracy (Art)
20
Office-Home
78.3Retrieval Accuracy (Ar -> Cl)
18
Office-Home (OH)
81.2Accuracy
18
Blended-Office-Home-LMT ResNet-50 (test)
99.7Accuracy (Clipart)
18
Office-Home (out-of-domain)
85.1Accuracy
18
Office-Home
59.1Ar→Cl Accuracy
17
Office-Home 101 (test)
61.3Accuracy (Ar→Cl)
17
Office-Home
80.38Accuracy
16
Office-Home
67.55All Accuracy
16
Office-Home Ar -> Cl (test)
79.32Overall Accuracy
16
Office-Home target domains Ar, Cl, Pr, Re
83.6Accuracy (Ar)
16