Dino
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Feature Reconstruction | dino Original Target Open Images (test) | R^2 (variance-weighted)0.69 | 9 | |
| Ownership verification | DINOv2 | Average Watermark Detection Rate100 | 6 | |
| Disparity Estimation | Dino light field (synthetic) | MSE0.0041 | 6 | |
| Training and Verification System Efficiency | DINOv2 Giant (2048 samples) | Training Time (s)24.1 | 5 | |
| Neural Shape Representation | Dino | Chamfer Distance1.48 | 4 |
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