Data Valuation
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
0.527Mean Valuation
48
May 6, 2026
0.508Provider Influence (Mean)
48
Feb 26, 2026
1.6Wall-clock Time
9
Jul 2, 2026
0.778Kendall's Tau
6
Jul 7, 2026
0.841Kendall's Tau
6
Jul 7, 2026
0.47Valuation Runtime (s)
5
May 6, 2026
0.78Valuation Runtime (s)
5
May 6, 2026
0.23Valuation Runtime (s)
5
May 6, 2026
0.2Valuation Runtime (s)
5
May 6, 2026
0.54Valuation Runtime (s)
5
May 6, 2026
0.19Valuation Runtime (s)
5
May 6, 2026
0.31Valuation Runtime (s)
5
May 6, 2026
0.31Valuation Runtime (s)
5
May 6, 2026
0.86Valuation Runtime (s)
5
May 6, 2026
0.16Valuation Runtime (s)
5
May 6, 2026
87.6Purity
5
Apr 20, 2026
0.25p1
5
Feb 26, 2026
0.8Wall-clock Time (hr)
5
Feb 26, 2026
0.3Wall-clock Time (hr)
5
Feb 26, 2026
5Wall-clock Time (min)
5
Feb 26, 2026
9Wall-clock Time (s)
5
Feb 26, 2026