Image Regression on SkinLesionPixels (SLP) (test N=250)
541RMSEConvNeXt
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| ConvNeXtModel Size/Variant=Atto, Head=GP regression2026.03 | 541 | 1.62 | 0.14 | 1.64 | 0.5 | |
| Bayesian scatteringL=82026.03 | 543 | 1.35 | 0.14 | 1.62 | 0.64 | |
| ConvNeXtModel Size/Variant=Base, Head=GP regression2026.03 | 558 | 1.24 | 0.08 | 2.24 | 0.3 | |
| EnsembleModel Architecture=ConvNeXt-Atto, Ensemble Size=52026.03 | 626 | 12.49 | 0.49 | 0.65 | 0.43 | |
| DINOv2Model Size/Variant=Base, Head=GP regression2026.03 | 730 | 1.8 | 0.14 | 2.59 | 1.26 | |
| DINOv2Model Size/Variant=Small, Head=GP regression2026.03 | 783 | 1.87 | 0.14 | 2.65 | 1.14 | |
| Trivial2026.03 | 815 | 1.52 | 0.03 | 3.92 | 0 |