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Benchmarks
Domain Adaptation on DomainNet Five-shot
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80.3
R->C Accuracy
CLDA
63.036
67.518
72
76.482
Jun 30, 2021
R->C Accuracy
R->P Accuracy
P->C Accuracy
C->S Accuracy
S->P Accuracy
R->S Accuracy
P->R Accuracy
Mean Accuracy
Updated 4d ago
Evaluation Results
Method
Method
Links
R->C Accuracy
R->P Accuracy
P->C Accuracy
C->S Accuracy
S->P Accuracy
R->S Accuracy
P->R Accuracy
Mean Accuracy
CLDA
Net=Resnet34
2021.06
80.3
76
77.8
71.6
74.5
72.9
84
76.7
APE
Net=Resnet34
2021.06
77.7
73
76.9
67
71.4
68.8
80.5
73.6
ENT
Net=Resnet34
2021.06
77.1
71
75.7
61.9
66.2
64.6
81.1
71.1
MME
Net=Resnet34
2021.06
75.5
70.4
74
65
68.2
65.5
79.9
71.2
CDAN
Net=Resnet34
2021.06
68
65
65.5
58
62.8
58.4
74.8
64.6
S+T
Net=Resnet34
2021.06
64.5
63.1
64.2
59.2
60.4
56.2
75.7
63.3
DANN
Net=Resnet34
2021.06
63.7
62.9
60.5
55
59.5
55.8
72.6
61.4
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