OfficeHome
Benchmarks
TaskDatasetSOTA resultTrendResults
OfficeHome
96.15Accuracy
294
OfficeHome
92.59Average Accuracy
161
OfficeHome (leave-one-domain-out)
73.3Art Accuracy
59
OfficeHome DomainBed suite (test)
80.9Accuracy
45
OfficeHome
98.32Acc
43
OfficeHome
0.08Generalization Error (G(W))
40
OfficeHome
85.26Accuracy (Art Domain)
29
OfficeHome DomainBed (test)
86.3Accuracy
29
OfficeHome RealWorld
73.77Accuracy
28
OfficeHome Clipart domain
51.83Accuracy
28
OfficeHome Art domain
56.43Accuracy
28
OfficeHome Product
71.7Accuracy
28
OfficeHome Ar→Cl,Pr,Rw
64.3Accuracy
24
OfficeHome TotalHeavyTail setting (test)
49Avg Accuracy
24
OfficeHome
55.7Average Accuracy
24
OfficeHome H=1
69.73Accuracy
23
OfficeHome
59.81Score A
22
OfficeHome
71.8Accuracy
18
OfficeHome 5 tasks
57.92Average Accuracy (SD)
18
OfficeHome 13 tasks
60.01Accuracy (SD)
18
OfficeHome Rw→Ar,Cl,Pr
66.7Accuracy
18
OfficeHome Cl→Ar,Pr,Rw
65.5Accuracy
18
OfficeHome unseen domains
61.6Art Domain Accuracy
18
OfficeHome
77.4Accuracy (A)
17
OfficeHome v1 (test)
19.61Mean Spearman Correlation
16