Heat Diffusion
Benchmarks
TaskDatasetSOTA resultTrendResults
Synthetic Heat Diffusion Small-world (with noise) (test)
0.482MAE
8
Synthetic Heat Diffusion Grid (with noise) (test)
0.457MAE
8
Heat Diffusion Small-world (without noise) synthetic (test)
0.069MAE
8
Synthetic Heat Diffusion Grid (without noise) (test)
0.112MAE
8
Heat Diffusion Random Regularly-sampled (Extrapolation)
0.047L1 Error
8
Heat Diffusion Grid Regularly-sampled (Extrapolation)
0.165L1 Error
8
Heat Diffusion Community Regularly-sampled (Extrapolation)
0.312L1 Error
4
Heat Diffusion Small World Regularly-sampled (Extrapolation)
0.302L1 Error
4
Heat diffusion
100Success Rate
3
Heat diffusion epsilon=0.05
96Fraction of Successful Runs
3