Poisson
Benchmarks
TaskDatasetSOTA resultTrendResults
Poisson
19.95Time (s)
55
Poisson 2D (test)
0.001MSE
53
Poisson
0L2 Error
30
Poisson
0.038Relative L2 Error
27
Poisson
0.44PDE Residual
21
Poisson Dimension 2500 Precision 1e-12
12.85Average Computation Time (s)
18
Poisson
0.123Relative Error
13
Poisson Noisy
6.52L2 Relative Error
12
Poisson (test)
0.181Relative H1 Error
12
Poisson synthetic (test)
0.995NLL
11
Poisson 3% uniformly random measurements
7.81Coefficient Rel L2 Error (%)
10
Poisson Full Observation
10.2L2 Relative Error
9
Poisson Full Observation
0.7L2 Relative Error
9
Poisson
0.87PDE Residual
9
Poisson
98.8CCC (%)
8
Poisson
92.34MC (%)
8
POISSON C-SINES
1Median Relative L1 Error
8
Poisson
0.113MMSE
7
Poisson (train)
0Error
7
Poisson (val)
0Error
7
Poisson Noisy
41.14L2 Relative Error
7
Poisson
0MSE
6
Poisson 256 samples (test)
0.399Relative L2 Error
6
Poisson 1D
5.88Relative L2 Error
5
Poisson sparse observation scenario (test)
0.021L2 Error
5