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ResearchFormerly WizWand

Manifold Denoising

Benchmarks

DatasetSOTA methodMetricTrendResultsLast updated

3D sphere dataset sigma=0.21

0.122MSE

15

May 21, 2026

3D sphere dataset sigma=0.18

0.082MSE

15

May 21, 2026

3D sphere dataset sigma=0.15

0.053MSE

15

May 21, 2026

3D sphere dataset sigma=0.12

0.016MSE

15

May 21, 2026

3D sphere dataset sigma=0.09

0.014MSE

15

May 21, 2026

3D sphere dataset sigma=0.06

0.005MSE

15

May 21, 2026

3D sphere dataset sigma=0.03

0.001MSE

15

May 21, 2026

Random geometric graphs 200 shortcut edges

0.073MSE

3

Jun 23, 2026

Random geometric graphs 150 shortcut edges

0.072MSE

3

Jun 23, 2026

Random geometric graphs 100 shortcut edges

0.074MSE

3

Jun 23, 2026

Random geometric graphs 0 shortcut edges

0.066MSE

3

Jun 23, 2026