Image Classification on iNat 2021
85.7Top-1 AccDINOv2
Evaluation results
| Method | Links | |
|---|---|---|
| DINOv2Arch=ViT-g/14, Protocol=Frozen linear probe2023.04 | 85.7 | |
| DINOv2Arch=ViT-L/14, Protocol=Frozen linear probe2023.04 | 85.1 | |
| DINOv2Arch=ViT-B/14, Protocol=Frozen linear probe2023.04 | 81.1 | |
| OpenCLIPArch=ViT-G/14, Protocol=Frozen linear probe2023.04 | 76 | |
| iBOTArch=ViT-L/16, Protocol=Frozen linear probe2023.04 | 74.6 | |
| DINOv2Arch=ViT-S/14, Protocol=Frozen linear probe2023.04 | 74.2 | |
| DINOArch=ViT-B/8, Protocol=Frozen linear probe2023.04 | 68.3 | |
| WaveMix-256/16 (level 2)Input Resolution=256 x 256, Pre-trained on ImageNet-1k=false, Augmentation=None2022.05 | 61.75 | |
| MAEArch=ViT-H/14, Protocol=Frozen linear probe2023.04 | 32.3 |