Low-shot object recognition on Toys4k Inst-SObj
96.5AccuracyDINOv2
Evaluation results
| Method | Links | |
|---|---|---|
| DINOv2Backbone=ViT-B/14, Shot count=1-shot, Way count=5-way2023.12 | 96.5 | |
| DINOv1Backbone=ViT-S/8, Shot count=1-shot, Way count=5-way2023.12 | 95.8 | |
| DINOv2Backbone=ViT-S/14, Shot count=1-shot, Way count=5-way2023.12 | 95.75 | |
| DINOv2Backbone=ViT-B/14, Shot count=1-shot, Way count=10-way2023.12 | 94.22 | |
| DINOv2Backbone=ViT-S/14, Shot count=1-shot, Way count=10-way2023.12 | 93.06 | |
| DINOv1Backbone=ViT-S/8, Shot count=1-shot, Way count=10-way2023.12 | 92.37 |