Low-shot recognition on Toys4k Inst-SObj 1.0 (test)
96.5AccuracyDINOv2
Evaluation results
| Method | Links | |
|---|---|---|
| DINOv2Backbone=ViT B/14, Low-shot setup=1-shot 5-way2023.12 | 96.5 | |
| DINOv1Backbone=ViT S/8, Low-shot setup=1-shot 5-way2023.12 | 95.8 | |
| DINOv2Backbone=ViT S/14, Low-shot setup=1-shot 5-way2023.12 | 95.75 | |
| DINOv2Backbone=ViT B/14, Low-shot setup=1-shot 10-way2023.12 | 94.22 | |
| DINOv2Backbone=ViT S/14, Low-shot setup=1-shot 10-way2023.12 | 93.06 | |
| DINOv1Backbone=ViT S/8, Low-shot setup=1-shot 10-way2023.12 | 92.37 |