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Outfit Compatibility Prediction on Polyvore Resampled
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0.99
AUC
Graph Neural Network model (Ours)
0.626
0.7205
0.815
0.9095
Feb 10, 2019
AUC
Updated 4d ago
Evaluation Results
Method
Method
Links
AUC
Graph Neural Network model (Ours)
k=15, Outfit Length=Full
2019.02
0.99
Graph Neural Network model (Ours)
k=3, Outfit Length=Full
2019.02
0.98
Bi-LSTM
Outfit Length=Full
2019.02
0.94
TA-CSN
Outfit Length=Full
2019.02
0.93
Graph Neural Network model (Ours)
k=15, Outfit Length=3
2019.02
0.92
Graph Neural Network model (Ours)
k=3, Outfit Length=3
2019.02
0.9
Siamese Net
Outfit Length=Full
2019.02
0.85
Graph Neural Network model (Ours)
k=0, Outfit Length=Full
2019.02
0.76
Graph Neural Network model (Ours)
k=0, Outfit Length=3
2019.02
0.64
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