Uncertainty Quantification (Scalar Regression) on Setting 4 Generative Example benchmark leaderboard · SOTA2 Research

Uncertainty Quantification (Scalar Regression) on Setting 4 Generative Example

0.01ISCECQR

Evaluation Results

Method	Links
CQR2025.07		0.01	0.912
Homoscedastic2025.07		0.012	0.907
Heteroscedastic2025.07		0.014	0.9
Dist2025.07		0.014	0.901
Homoscedastic2025.07		0.015	0.729
Homoscedastic2025.07		0.018	0.421
CQR2025.07		0.018	0.904
CQR2025.07		0.02	0.726
Heteroscedastic2025.07		0.021	0.723
Homoscedastic2025.07		0.021	0.889
HPD2025.07		0.021	0.881
CQR2025.07		0.022	0.417
Homoscedastic2025.07		0.023	0.734
Dist2025.07		0.023	0.729
Heteroscedastic2025.07		0.024	0.884
HPD2025.07		0.024	0.721
Heteroscedastic2025.07		0.026	0.413
Homoscedastic2025.07		0.027	0.416
HPD2025.07		0.028	0.417
CQR2025.07		0.029	0.725
Dist2025.07		0.029	0.416
Dist2025.07		0.029	0.877
Heteroscedastic2025.07		0.031	0.717
CQR2025.07		0.034	0.402
Dist2025.07		0.037	0.693
Heteroscedastic2025.07		0.04	0.4
Profile2025.07		0.046	0.386
HPD2025.07		0.046	0.386
Dist2025.07		0.049	0.386
HPD2025.07		0.049	0.673
Profile2025.07		0.053	0.378
HPD2025.07		0.064	0.813
Profile2025.07		0.083	0.769
Profile2025.07		0.084	0.775
Profile2025.07		0.11	0.605
Profile2025.07		0.111	0.607