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SOTA Cross-Domain Image Retrieval benchmarks and papers with code | Wizwand
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Cross-Domain Image Retrieval
Benchmarks
Dataset Name
SOTA Method
Dataset Name
SOTA Method
Metric
Trend
Results
Last Updated
COIL1 → COIL2
PSCA
mAP
0.9076
104
1mo ago
Office-31 A → W
PSCA
MAP
65.78
52
1mo ago
Office-31 A → D
PSCA
MAP
68.85
52
1mo ago
MNIST → USPS
PSCA
MAP
88.71
52
1mo ago
Office-Home R→A (test)
PSCA
MAP
68.77
39
1mo ago
Office-Home C→R (test)
PSCA
MAP
68.82
39
1mo ago
Office-Home P→R (test)
PSCA
mAP
78.15
39
1mo ago
Office-Home A→R (test)
PSCA
MAP
74.81
33
1mo ago
Office-Home R→C (test)
PSCA
MAP
42.87
33
1mo ago
Office-Home R→P (test)
PSCA
MAP
75.06
33
1mo ago
Office-Home
CM
Retrieval Accuracy (Ar -> Cl)
78.3
18
9d ago
DomainNet Average across domains
CenterPolar
R@1
51.9
16
1mo ago
DomainNet Real to Clipart
CenterPolar
R@1
63.52
16
1mo ago
DomainNet Real to Quickdraw
CenterPolar
Recall@1
41.25
16
1mo ago
DomainNet Real to Painting
CenterPolar
R@1
67.41
16
1mo ago
DomainNet Real to Infograph
CenterPolar
R@1
33.6
16
1mo ago
DomainNet Real to Sketch
CenterPolar
Recall@1
53.72
16
1mo ago
DomainNet
CM
C-S Score
96.8
15
9d ago
Office-Home Clipart → Art
TPSNet
P@1
69.87
10
1mo ago
Office-Home Art → Clipart
TPSNet
P@1
84.55
10
1mo ago
Office-Home Clipart → Product
TPSNet
P@1
72.67
10
1mo ago
Office-Home Product → Clipart
TPSNet
Precision@1
88.31
10
1mo ago
Office-Home Real → Product
TPSNet
Precision@1
92.1
10
1mo ago
Office-Home Product → Real
TPSNet
Precision@1
93.26
10
1mo ago
Office-Home Real → Clipart
TPSNet
P@1
89.03
10
1mo ago
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