Unseen Pair Detection on UT-Zappos (test)
49.9Accuracy (Closed)VISPROD(NN)
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| VISPROD(NN)Classifier=Neural Network, Backbone=ResNet-182018.03 | 49.9 | 480 | 18.1 | 8.8 | |
| VISPROD(SVM)Classifier=SVM, Backbone=ResNet-182018.03 | 46.8 | 410 | 17.8 | 7.5 | |
| REDWINEBackbone=ResNet-182018.03 | 40.3 | 210 | 10.5 | 4 | |
| LABELEMBED+Backbone=ResNet-182018.03 | 37.4 | 940 | 19.4 | 15 | |
| Attributes as OperatorsBackbone=ResNet-182018.03 | 33.2 | 2,340 | 38.3 | 27.5 | |
| LABELEMBEDBackbone=ResNet-182018.03 | 25.8 | 520 | 11.1 | 8.7 | |
| ANALOGOUSATTRBackbone=ResNet-182018.03 | 18.3 | 350 | 16.9 | 5.9 | |
| CHANCE2018.03 | 3 | 90 | 6.3 | 1.3 |