WAVES
Benchmarks
TaskDatasetSOTA resultTrendResults
Waves 20% missing-entry rate
0.47Mean Absolute Entry Difference
10
Waves 40% missing
5.71Avg. Singular-Value Discrepancy
5
Waves 20% missing
5.25Average Singular-Value Discrepancy
5
Waves 0% missing
3.47Average Singular-Value Discrepancy
5
Waves pmiss 40%
3.53FrobMeanDiff
5
Waves pmiss 0%
0.55Frob Mean Diff
5
Waves pmiss=40% (simulation)
0.101MMD
5
Waves pmiss=20% (simulation)
0.158MMD
5
Waves pmiss=0% (simulation)
0.084MMD
5
Waves 40% missing-entry rate
0.016Mean Absolute Entry Difference
5
Waves 0% missing-entry rate
0.01Mean Abs Entry Diff (x10^-2)
5
WAVES
90.87Average
5