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ResearchFormerly WizWand

Heat Diffusion Prediction

Benchmarks

DatasetSOTA methodMetricTrendResultsLast updated

Synthetic Heat Diffusion Small-world (with noise) (test)

0.482MAE

8

Feb 26, 2026

Synthetic Heat Diffusion Grid (with noise) (test)

0.457MAE

8

Feb 26, 2026

Heat Diffusion Small-world (without noise) synthetic (test)

0.069MAE

8

Feb 26, 2026

Synthetic Heat Diffusion Grid (without noise) (test)

0.112MAE

8

Feb 26, 2026

Heat Diffusion Random Regularly-sampled (Extrapolation)

0.047L1 Error

8

Feb 26, 2026

Heat Diffusion Grid Regularly-sampled (Extrapolation)

0.165L1 Error

8

Feb 26, 2026

Heat Diffusion Community Regularly-sampled (Extrapolation)

0.312L1 Error

4

Feb 26, 2026

Heat Diffusion Small World Regularly-sampled (Extrapolation)

0.302L1 Error

4

Feb 26, 2026