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

Inverse Problem Solving research benchmarks · SOTA2 Research

Inverse Problem Solving

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Inverse Poisson K=3

1Relative L2 Error

6

May 12, 2026

Inverse Heat K=4

1.1Relative L2 Error

6

May 12, 2026

Inverse Burgers K=3

5.9Relative L2 Error

6

May 12, 2026

2D heat equation inverse problem

1.59Relative L2 Error

5

May 12, 2026

Inverse Problems

1,000NFEs

4

Feb 26, 2026

Laminar flow sparse data

—

—Primary metric

0

May 20, 2026

Popular datasets

Inverse Problems 2D Heat Equation Inverse Burgers Inverse Heat Inverse Poisson

Follow for updates

Join SOTA2 Contact