Deep Metric Learning on INaturalist
84.5R@1VPTSP-G
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| VPTSP-GArchitecture=ViT-B16/5122024.02 | 84.5 | 48.1 | 92.5 | 96.4 | 97.5 | |
| Recall@KArchitecture=ViT-B16/5122024.02 | 83.9 | — | 92.1 | 95.9 | 97.2 | |
| SAPArchitecture=ViT-B16/5122024.02 | 79.1 | — | 89 | 94.2 | 95.8 | |
| ROADMAPBackbone=ResNet-50, Embedding size=512, Batch size=642021.10 | 64.5 | 25.1 | — | — | — | |
| SmoothAPBackbone=ResNet-50, Embedding size=512, Batch size=642021.10 | 59.8 | 20.7 | — | — | — | |
| SoftBinBackbone=ResNet-50, Embedding size=512, Batch size=642021.10 | 56.6 | 20.1 | — | — | — | |
| FastAPBackbone=ResNet-50, Embedding size=512, Batch size=642021.10 | 53.5 | 19.6 | — | — | — | |
| BlackBoxBackbone=ResNet-50, Embedding size=512, Batch size=642021.10 | 52.3 | 15.2 | — | — | — |