kNN Search Accuracy on iNaturalist
31.12Top-1 AccuracyGraph-RISE
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Graph-RISEArchitecture=ResNet-101, Pre-training labels=40M, Input resolution=289x2892019.02 | 31.12 | 52.76 | — | |
| ResNetArchitecture=ResNet-101, Pre-training labels=40M, Input resolution=289x2892019.02 | 27.05 | 47.44 | — | |
| ResNetArchitecture=ResNet-101, Pre-training labels=8M, Input resolution=289x2892019.02 | 17.36 | 34.15 | — | |
| InceptionArchitecture=Inception, Pre-training labels=8M, Input resolution=224x2242019.02 | 17.3 | 34.58 | — | |
| DeepRankingArchitecture=Inception, Input resolution=224x2242019.02 | 6.03 | 13.71 | — | |
| DINOv2backbone=ViT-B/142026.02 | — | — | 78.53 | |
| Omnivorousbackbone=ViT-B/142026.02 | — | — | 77.49 |