Outfit Compatibility Prediction on Polyvore Resampled
0.99AUCGraph Neural Network model (Ours)
Evaluation results
| Method | Links | |
|---|---|---|
| Graph Neural Network model (Ours)k=15, Outfit Length=Full2019.02 | 0.99 | |
| Graph Neural Network model (Ours)k=3, Outfit Length=Full2019.02 | 0.98 | |
| Bi-LSTMOutfit Length=Full2019.02 | 0.94 | |
| TA-CSNOutfit Length=Full2019.02 | 0.93 | |
| Graph Neural Network model (Ours)k=15, Outfit Length=32019.02 | 0.92 | |
| Graph Neural Network model (Ours)k=3, Outfit Length=32019.02 | 0.9 | |
| Siamese NetOutfit Length=Full2019.02 | 0.85 | |
| Graph Neural Network model (Ours)k=0, Outfit Length=Full2019.02 | 0.76 | |
| Graph Neural Network model (Ours)k=0, Outfit Length=32019.02 | 0.64 |