Compatibility Prediction on Polyvore Disjoint (test)
0.87Comp. AUCCSA-Net
Evaluation results
| Method | Links | |
|---|---|---|
| CSA-NetLabels α%=100%, Uses text labels=false, Explicit type conditioning=true2021.09 | 0.87 | |
| Type-AwareLabels α%=100%, Uses text labels=true, Explicit type conditioning=true2021.09 | 0.84 | |
| OursLabels α%=100%, Uses text labels=false, Explicit type conditioning=false2021.09 | 0.84 | |
| CSN T1:1Labels α%=100%, Uses text labels=false, Explicit type conditioning=true2021.09 | 0.82 | |
| CSN T1:1 + VSELabels α%=100%, Uses text labels=true, Explicit type conditioning=true2021.09 | 0.82 | |
| SCE-Net (avg)Labels α%=100%, Uses text labels=true, Explicit type conditioning=false2021.09 | 0.82 | |
| Ours + DLabels α%=5%, Uses text labels=false, Explicit type conditioning=false, Additional unlabeled data=true2021.09 | 0.82 | |
| Siamese NetworkLabels α%=100%, Uses text labels=false, Explicit type conditioning=false2021.09 | 0.81 | |
| OursLabels α%=5%, Uses text labels=false, Explicit type conditioning=false2021.09 | 0.81 | |
| Siamese NetworkLabels α%=5%, Uses text labels=false, Explicit type conditioning=false2021.09 | 0.77 | |
| Color attributeLabels α%=N/A, Uses text labels=false, Explicit type conditioning=false2021.09 | 0.68 | |
| Bi-LSTM +VSELabels α%=100%, Uses text labels=true, Explicit type conditioning=false2021.09 | 0.62 |