Categories Companies Research

Loading the SOTA2 catalog…

Explore

Categories Companies Research

Contribute

Join SOTA2 Contact

SOTA2

© 2026 SOTA2

Build in Bellevue, USA

WizWand is now SOTA2 Research

Papers Benchmarks Datasets Tasks

Uncertainty Quantification research benchmarks – Page 3 · SOTA2 Research

Uncertainty Quantification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

417CU

12

Feb 26, 2026

998CU

12

Feb 26, 2026

Synthetic Lorenz Data

91.995% Coverage

10

Jun 2, 2026

0.648AUROC

10

May 27, 2026

681AUROC

10

May 27, 2026

0.681AUROC

10

May 27, 2026

AR-GP2D Local Heterogeneity (test)

97.2FC

9

Jun 9, 2026

AR-GP1D Spectral Heterogeneity Gaussian process simulations (test)

0.906FC

9

Jun 9, 2026

Reg-GP1D Global Heterogeneity Gaussian process simulations (test)

91.2Fidelity Coverage (FC)

9

Jun 9, 2026

6MPE

9

May 7, 2026

10Mean Prediction Error (MPE)

9

May 7, 2026

0.03MPE

9

May 7, 2026

8MPE

9

May 7, 2026

0.06MPE

9

May 7, 2026

0.12MPE

9

May 7, 2026

0.09MPE

9

May 7, 2026

0.01Sharpness

9

May 7, 2026

0.635AUROC

9

Feb 26, 2026

Modified Shallow Water (MSW) Model Variable r nature run (full assimilation window)

Conformalized Quantile Regression

92.58Coverage

8

Jun 26, 2026

Modified Shallow Water (MSW) Model Variable h nature run (full assimilation window)

89.5Coverage (%)

8

Jun 26, 2026

Modified Shallow Water (MSW) Model Variable u nature run (full assimilation window)

80.46Coverage

8

Jun 26, 2026

Ahmed Body 3D (test)

5.98rL2

8

Jun 17, 2026

0.42rL2

8

Jun 17, 2026

Elasticity 2D (test)

1.24rL2

8

Jun 17, 2026

0.08MPE

8

May 7, 2026

Page 3 of 7

Popular datasets

Location CIFAR EuRoC MATH HotpotQA

Follow for updates

Join SOTA2 Contact