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Benchmarks
Category Classification on Zappos50k in-domain (test)
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97.17
Top-1 Acc
MSCon
75.5692
81.1771
86.785
92.3929
Jul 6, 2023
Top-1 Acc
Standard Deviation
Updated 4d ago
Evaluation Results
Method
Method
Links
Top-1 Acc
Standard Deviation
MSCon
Loss=Multi-Similarity...
2023.07
97.17
0.27
XEnt MT
Loss=Cross-Entropy (Mu...
2023.07
96.98
0.29
SupCon Cat
Loss=SupCon (Category)...
2023.07
96.95
0.29
XEnt Cat
Loss=Cross-Entropy (Ca...
2023.07
96.64
0.34
SimCLR
Loss=SimCLR, Evaluatio...
2023.07
90.05
0.43
XEnt Clo
Loss=Cross-Entropy (Cl...
2023.07
88.99
0.33
SupCon Clo
Loss=SupCon (Closure),...
2023.07
83.62
0.3
CSN
Loss=Conditional Simil...
2023.07
83.33
0.32
XEnt Gend
Loss=Cross-Entropy (Ge...
2023.07
81.96
0.32
SupCon Gen
Loss=SupCon (Gender),...
2023.07
76.4
0.28
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