Office + Caltech
Benchmarks
TaskDatasetSOTA resultTrendResults
Office-10 + Caltech-10
96.7Average Accuracy
77
Office+Caltech DeCAF6 features (various pairs)
87.4Accuracy (A to C)
28
Office+Caltech C -> D
93.63Accuracy
26
Office+Caltech C -> W
86.78Accuracy
26
Office+Caltech C -> A
92.15Accuracy
26
Office+Caltech W -> D
100Accuracy
26
Office+Caltech A -> C
85.51Accuracy
26
Office+Caltech D→W
99.66Accuracy
16
Office+Caltech D→A
92.31Accuracy
16
Office+Caltech D→C
86.2Accuracy
16
Office+Caltech W→A
91.44Accuracy
16
Office+Caltech W→C
84.95Accuracy
16
Office+Caltech A→D
88.54Accuracy
16
Office+Caltech A→W
84.75Accuracy
16
Office+Caltech cross-domain scenarios DeCAF6 features
85.72Average Accuracy
12
Office+Caltech D -> C
32.32Accuracy
10
Office+Caltech D -> W
90.85Accuracy
10
Office+Caltech D -> A
34.24Accuracy
10
Office+Caltech W -> C
30.63Accuracy
10
Office+Caltech W -> A
34.34Accuracy
10
Office+Caltech cross-domain tasks average DeCAF6
0.84Average Runtime (s)
6
Office+Caltech cross-domain tasks DeCAF6
6.53Runtime (s)
6
Office+Caltech SURF-BOW (average)
47.42Average Accuracy
3