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Feature Selection research benchmarks – Page 2 · SOTA2 Research

Feature Selection

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

100ROC-AUC

17

Feb 26, 2026

AL with random extraneous features

1ROC AUC

17

Feb 26, 2026

100TPR

12

Feb 26, 2026

100TPR

12

Feb 26, 2026

100TPR

12

Feb 26, 2026

100TPR

12

Feb 26, 2026

178Execution time (s)

11

Mar 31, 2026

221Execution Time (s)

11

Mar 31, 2026

191Execution Time (s)

11

Mar 31, 2026

270Execution Time (s)

11

Mar 31, 2026

168Execution Time (s)

11

Mar 31, 2026

174Execution Time (s)

11

Mar 31, 2026

281Execution Time (s)

11

Mar 31, 2026

259Execution Time (s)

11

Mar 31, 2026

194Execution Time (s)

11

Mar 31, 2026

191Execution Time (s)

11

Mar 31, 2026

188Execution Time (s)

11

Mar 31, 2026

28Execution Time (s)

11

Mar 31, 2026

233Execution Time (s)

11

Mar 31, 2026

176Execution Time (s)

11

Mar 31, 2026

13.46nDCG@10

10

May 1, 2026

0.515Fidelity

10

Feb 26, 2026

0.851Fidelity

10

Feb 26, 2026

100.21Fidelity

10

Feb 26, 2026

Feature Selection (n=100, k=15)

Greedy with pruning

62Diag.

8

May 11, 2026

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