Image Semantic Embedding on GIT (internal evaluation)
89.53Triplet AccuracyGraph-RISE (40M)
Evaluation results
| Method | Links | |
|---|---|---|
| Graph-RISE (40M)Backbone=ResNet-101, Labels=40M, Graph Regularized=true2019.02 | 89.53 | |
| ResNet (40M)Backbone=ResNet-101, Labels=40M, Loss=Sampled Softmax2019.02 | 88.9 | |
| ResNet (8M)Backbone=ResNet-101, Labels=8M, Loss=Sampled Softmax2019.02 | 87.72 | |
| Inception (8M)Backbone=Inception, Labels=8M, Loss=Sampled Softmax2019.02 | 86.54 | |
| DeepRankingBackbone=Inception, Loss=Triplet Loss2019.02 | 77.25 |