Image Semantic Embedding on PIT (internal evaluation)
87.16Triplet AccuracyGraph-RISE (40M)
Evaluation results
| Method | Links | |
|---|---|---|
| Graph-RISE (40M)Backbone=ResNet-101, Labels=40M, Graph Regularized=true2019.02 | 87.16 | |
| ResNet (40M)Backbone=ResNet-101, Labels=40M, Loss=Sampled Softmax2019.02 | 86.7 | |
| ResNet (8M)Backbone=ResNet-101, Labels=8M, Loss=Sampled Softmax2019.02 | 85.46 | |
| Inception (8M)Backbone=Inception, Labels=8M, Loss=Sampled Softmax2019.02 | 82.81 | |
| DeepRankingBackbone=Inception, Loss=Triplet Loss2019.02 | 74.95 |