Independent Component Analysis
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
0.02Median Amari Error
8
Feb 26, 2026
0.013Median Amari Error
8
Feb 26, 2026
1.1Median Amari Error
8
Feb 26, 2026
0.011Median Amari Error
8
Feb 26, 2026
0.01Median Amari Error
8
Feb 26, 2026
0.011Median Amari Error
8
Feb 26, 2026
0.01Median Amari Error
8
Feb 26, 2026
0.007Median Amari Error
8
Feb 26, 2026
0.023Median Amari Error
7
Feb 26, 2026
9.6ICA Metric a
6
Jun 5, 2026
5.3Score A
6
Jun 5, 2026
1.2Amari Distance
4
Jun 5, 2026
2.4SI-SDR (dB)
3
Mar 4, 2026
23.1SI-SDRsc (dB)
3
Mar 4, 2026
35.4SI-SDRsc (dB)
3
Mar 4, 2026