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Benchmarks

DatasetSOTA methodMetricTrendResultsLast updated

Helmholtz 30% noise corruption 1.0 (test)

9.16L2 Relative Error

5

Feb 26, 2026

Poisson 30% noise corruption 1.0 (test)

0.112L2 Relative Error

5

Feb 26, 2026

Darcy Flow 30% noise corruption 1.0 (test)

6.23L2 Relative Error

5

Feb 26, 2026

Helmholtz 50% pixels noise

12.04L2 Relative Error

5

Feb 26, 2026

Poisson 50% pixels noise

12.71L2 Relative Error

5

Feb 26, 2026

Darcy Flow 50% pixels noise

0.082L2 Relative Error

5

Feb 26, 2026

Helmholtz 90% pixels corrupted by noise

16.16L2 Relative Error

5

Feb 26, 2026

Poisson 90% pixels corrupted by noise

15.69L2 Relative Error

5

Feb 26, 2026

Darcy Flow 90% pixels corrupted by noise

9.65L2 Relative Error

5

Feb 26, 2026