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Attribution Runtime Analysis research benchmarks · SOTA2 Research

Attribution Runtime Analysis

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Mythos f^heat (N=10)

1.4Runtime (s)

6

May 13, 2026

Mythos f^heat (N=10^6)

1.6Runtime (s)

4

May 13, 2026

Mythos f^heat N=10^5

1.4Runtime (s)

4

May 13, 2026

Mythos f^heat (N=10^4)

1.2Runtime (s)

4

May 13, 2026

Mythos f^heat (N=10^3)

Aumann–Shapley path-integral attribution

1.2Runtime (s)

4

May 13, 2026

Mythos f^heat N=10^2

Sampled Banzhaf

1.2Runtime (seconds)

4

May 13, 2026

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