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Benchmarks
Image Classification on iNaturalist 2021
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68.4
Top-1 Accuracy
Fine-Tuned
3.192
20.121
37.05
53.979
Dec 20, 2024
Feb 18, 2025
Apr 19, 2025
Jun 18, 2025
Aug 17, 2025
Oct 16, 2025
Dec 16, 2025
Top-1 Accuracy
Updated 3d ago
Evaluation Results
Method
Method
Links
Top-1 Accuracy
Fine-Tuned
backbone=DINOv3 ViT-B/16
2025.12
68.4
Linear Probe
backbone=DINOv3 ViT-B/16
2025.12
60.9
Task Matrix
backbone=DINOv3 ViT-B/...
2025.12
59.1
dino.txt
Resolution=336, Pre-tr...
2024.12
19.4
dino.txt
Resolution=224, Pre-tr...
2024.12
18.8
DFN
Resolution=224, Pre-tr...
2024.12
17.6
SigLIP
Resolution=384, Pre-tr...
2024.12
17.5
SigLIP
Resolution=256, Pre-tr...
2024.12
14.8
MetaCLIP
Resolution=224, Pre-tr...
2024.12
10.2
EVA-02-CLIP
Resolution=336, Pre-tr...
2024.12
6.4
CLIP
Resolution=336, Pre-tr...
2024.12
5.7
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