LSPF
Benchmarks
TaskDatasetSOTA resultTrendResults
LSPF standard regime (8760 samples) pmiss=40%
0.98FrobMeanDiff
3
LSPF standard regime (8760 samples) (pmiss=20%)
0.67FrobMeanDiff
3
LSPF pmiss=0% standard regime (8760 samples)
0.2Mean Frobenius Difference
3
LSPF n=8760, 40% p_miss
0.12MMD
3
LSPF n=8760, 20% p_miss
0.115MMD
3
LSPF (n=8760, 0% p_miss)
0.116MMD
3
LSPF pmiss=40% n = 8760
5.78Average Singular-Value Discrepancy
3
LSPF n = 8760 (pmiss=20%)
3.73Average Singular-Value Discrepancy
3
LSPF pmiss=0% n = 8760
2.7Average Singular-Value Discrepancy
3
LSPF pmiss=40%
1.62Mean Absolute Entry Difference
3
LSPF pmiss=20%
1.69Mean Absolute Entry Difference
3
LSPF pmiss=0%
1.69Mean Absolute Entry Difference
3