Shapley value estimation
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
0.64Error Bound Estimate (Formula)
5
Jun 16, 2026
0.24Error Bound Estimate (Formula)
5
Jun 16, 2026
0.69Approx Error (sqrt(m/(2*m2)*(1+rho)))
5
Jun 16, 2026
0.56sqrt(m / (2 * m2) * (1 + rho))
5
Jun 16, 2026
1Estimated Error Bound (Formula)
5
Jun 16, 2026
0.63Shapley Error Bound Estimate
5
Jun 16, 2026
0.99Error Bound (Formula 1)
5
Jun 16, 2026
1.03Error Bound Estimate (Formula)
5
Jun 16, 2026
0Standard Deviation (Independent Samples)
2
Jun 16, 2026