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Benchmarks
Cross-domain image retrieval on Office-Home Product → Real
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93.26
Precision@1
TPSNet
55.9344
65.6247
75.315
85.0053
Mar 13, 2026
Precision@1
Precision@5
Precision@15
Updated 1mo ago
Evaluation Results
Method
Method
Links
Precision@1
Precision@5
Precision@15
TPSNet
Backbone=ViT-B
2026.03
93.26
92.82
91.78
SA-MoE
Backbone=ViT-B
2026.03
78.91
74.96
70.4
TPSNet
Backbone=ResNet-50
2026.03
78.85
75.87
72.48
DG-UCDIR
Backbone=ViT-B
2026.03
72.12
66.87
60.41
DD
Backbone=ViT-B
2026.03
70.56
65.19
58.58
CoDA
Backbone=ViT-B
2026.03
70.43
63.62
56.84
ShieldIR
Backbone=ResNet-50
2026.03
70.37
68.33
66.08
ProtoOT
Backbone=ResNet-50
2026.03
69.34
67.27
64.74
DD
Backbone=ResNet-50
2026.03
57.42
52.69
47.9
CoDA
Backbone=ResNet-50
2026.03
57.37
50.98
42.82
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