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Papers Benchmarks Datasets Tasks

Kernel Learning research benchmarks · SOTA2 Research

Kernel Learning

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

HMK synthetic data 1.0 (test)

56.8Relative Error

6

Jun 18, 2026

LSK synthetic data 1.0 (test)

Regular Fourier Features (real)

77.7Relative Error

6

Jun 18, 2026

Simulated Data n=20000, p=1000

8Time (s)

3

Jun 8, 2026

Simulated Data (n=20000, p=100)

0.28Objective Value

3

Jun 8, 2026

Simulated Data (n=20000, p=10)

0.45Objective Value

3

Jun 8, 2026

Simulated Data (n=10000, p=1000)

0.48Objective Value

3

Jun 8, 2026

Simulated Data (n=10000, p=100)

1.04Objective Value

3

Jun 8, 2026

Simulated Data (n=10000, p=10)

0.47Objective Value

3

Jun 8, 2026

Popular datasets

Simulated data LSK synthetic data HMK synthetic data

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