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Papers Benchmarks Datasets Tasks

Algorithm Discovery research benchmarks · SOTA2 Research

Algorithm Discovery

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Logistic regression instances curriculum Newton Sketch

2,682Playouts

3

May 19, 2026

Linear-system curriculum Sketched Preconditioned Gradient Descent

6,034Playouts

3

May 19, 2026

Linear-system curriculum Subsampled Least Square Gradient Descent

15,847Playouts

3

May 19, 2026

Linear-system curriculum Block Randomized Kaczmarz

66,468Playouts

3

May 19, 2026

Linear-system curriculum Preconditioned Weighted SGD

34,902Playouts

3

May 19, 2026

Popular datasets

Linear-system curriculum Logistic regression instances curriculum

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