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Benchmarks
Compatibility Prediction on Polyvore Standard (test)
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0.91
Compatibility AUC
CSA-Net
0.6396
0.7098
0.78
0.8502
Sep 16, 2021
Compatibility AUC
Updated 4d ago
Evaluation Results
Method
Method
Links
Compatibility AUC
CSA-Net
Labels α%=100%, Uses t...
2021.09
0.91
Ours
Labels α%=100%, Uses t...
2021.09
0.89
SCE-Net (avg)
Labels α%=100%, Uses t...
2021.09
0.88
Type-Aware
Labels α%=100%, Uses t...
2021.09
0.86
Ours
Labels α%=5%, Uses tex...
2021.09
0.86
Ours + D
Labels α%=5%, Uses tex...
2021.09
0.86
CSN T1:1 + VSE
Labels α%=100%, Uses t...
2021.09
0.84
CSN T1:1
Labels α%=100%, Uses t...
2021.09
0.83
Siamese Network
Labels α%=100%, Uses t...
2021.09
0.81
Siamese Network
Labels α%=5%, Uses tex...
2021.09
0.78
Color attribute
Labels α%=N/A, Uses te...
2021.09
0.71
Bi-LSTM +VSE
Labels α%=100%, Uses t...
2021.09
0.65
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