Dino
Benchmarks
TaskDatasetSOTA resultTrendResults
DINOv2 ViT-B 14 Layer 12 activations
6LLM Rank
12
dino Original Target Open Images (test)
0.69R^2 (variance-weighted)
9
DINOv2 ViT-L/14 activations
6LLM Rank
6
DINOv2 ViT-S 14 activations
6LLM Rank
6
DINOv2 S activations
94.2Variance Explained
6
DINOv2
100Average Watermark Detection Rate
6
Dino light field (synthetic)
0.004MSE
6
DINOv2 Giant (2048 samples)
24.1Training Time (s)
5
Dino
1.48Chamfer Distance
4
DINO SAE features v3
2.92Interpretability Score (Human)
3
DINOv3 Random 100 features
16.51s(x)
3
DINO Feature 4831 v3
16.58s(x)
3
DINOv3 (Feature 9863)
16.53s(x)
3