Office-Caltech
Benchmarks
TaskDatasetSOTA resultTrendResults
Office-Caltech-10 (test)
98.65Average Accuracy
58
Office-Caltech
0.989Average Accuracy
44
Office-Caltech (test)
95.8Average Accuracy
35
Office-Caltech
96.1Acc (A -> C,D,W)
21
Office-Caltech
98.61Accuracy (Task o)
20
Office-Caltech10
97.93Class A Accuracy
18
Office-Caltech10 (unseen clients)
0.88Accuracy (C)
14
Office-Caltech target domains A, C, D, W
0.968Acc (Target A)
13
Office-Caltech multi-source ResNet-101
96.7Accuracy (→A)
13
Office-Caltech10
99.7Accuracy (Amazon)
12
Office-Caltech
97.38Accuracy (Amazon)
12
Office-Caltech
64.61Accuracy (Caltech)
9
Office-Caltech Multi-source
96.4Accuracy (R -> A)
9
Office-Caltech10 (test)
19.5Amazon Accuracy
8
Office-Caltech Multi-target
96.2Accuracy (A -> R)
8
Office-Caltech10 SURF features various domain shifts
40.3Acc (A->C)
7
Office-Caltech10 Feature & Label Shifts (alpha=0.1) (test)
—Primary metric
0