Fill-In-The-Blank on Polyvore Standard (test)
63.7AccuracyCSA-Net
Evaluation results
| Method | Links | |
|---|---|---|
| CSA-NetLabels α%=100%, Uses text labels=false, Explicit type conditioning=true2021.09 | 63.7 | |
| SCE-Net (avg)Labels α%=100%, Uses text labels=true, Explicit type conditioning=false2021.09 | 59.1 | |
| OursLabels α%=100%, Uses text labels=false, Explicit type conditioning=false2021.09 | 57.9 | |
| Type-AwareLabels α%=100%, Uses text labels=true, Explicit type conditioning=true2021.09 | 56.2 | |
| Ours + DLabels α%=5%, Uses text labels=false, Explicit type conditioning=false, Additional unlabeled data=true2021.09 | 54.9 | |
| OursLabels α%=5%, Uses text labels=false, Explicit type conditioning=false2021.09 | 54.7 | |
| CSN T1:1 + VSELabels α%=100%, Uses text labels=true, Explicit type conditioning=true2021.09 | 54.5 | |
| CSN T1:1Labels α%=100%, Uses text labels=false, Explicit type conditioning=true2021.09 | 54 | |
| Siamese NetworkLabels α%=100%, Uses text labels=false, Explicit type conditioning=false2021.09 | 52.9 | |
| Siamese NetworkLabels α%=5%, Uses text labels=false, Explicit type conditioning=false2021.09 | 50.3 | |
| Color attributeLabels α%=N/A, Uses text labels=false, Explicit type conditioning=false2021.09 | 41 | |
| Bi-LSTM +VSELabels α%=100%, Uses text labels=true, Explicit type conditioning=false2021.09 | 39.7 |