Uncertainty Estimation and Regression on SLP full
515RMSEConvNeXt Atto
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| ConvNeXt AttoModel=ConvNeXt, Variant=Atto, Inference Method=SVGP2026.03 | 515 | 1.13 | 8 | 1.93 | 0.09 | |
| ScatteringInference Method=SVGP2026.03 | 540 | 1.16 | 8 | 1.84 | 0.11 | |
| ConvNeXt BaseModel=ConvNeXt, Variant=Base, Inference Method=SVGP2026.03 | 556 | 1.15 | 6 | 2.32 | 0.07 | |
| DINOv2 BaseModel=DINOv2, Variant=Base, Inference Method=SVGP2026.03 | 687 | 1.4 | 10 | 2.5 | 0.17 | |
| DINOv2 SmallModel=DINOv2, Variant=Small, Inference Method=SVGP2026.03 | 748 | 1.46 | 10 | 2.71 | 0.13 | |
| TrivialInference Method=SVGP2026.03 | 817 | 1.5 | 3 | 3.92 | 0 |