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Papers Benchmarks Datasets Tasks

Model and Hyperparameter Selection research benchmarks · SOTA2 Research

Model and Hyperparameter Selection

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Kaggle Allstate Private (test)

74.68p-rank

12

Feb 26, 2026

Kaggle Challenges Mean

72.69Mean p-rank

6

Feb 26, 2026

Kaggle private (test)

80.56p-rank

6

Feb 26, 2026

Kaggle molecules private (test)

97.52p-rank

6

Feb 26, 2026

Kaggle Mercedes Private (test)

MaxUCB-Hyperopt

38.94p-rank

6

Feb 26, 2026

Kaggle mental health private (test)

0.93p-rank

6

Feb 26, 2026

Kaggle media private (test)

62.95p-rank

6

Feb 26, 2026

Kaggle loan approval private (test)

74.43p-rank

6

Feb 26, 2026

Kaggle influencers private (test)

87.45p-rank

6

Feb 26, 2026

Kaggle housing california private (test)

62.53P-Rank

6

Feb 26, 2026

Kaggle horses private (test)

82.78p-rank

6

Feb 26, 2026

Kaggle heat flux fi private (test)

93.4p-rank

6

Feb 26, 2026

Kaggle failure private (test)

48.15p-rank

6

Feb 26, 2026

Kaggle credit fusion private (test)

96.75p-rank

6

Feb 26, 2026

Kaggle crab age private (test)

68.87p-rank

6

Feb 26, 2026

Kaggle Covertype private (test)

67.78P-Rank

6

Feb 26, 2026

Kaggle concrete strength private (test)

Random-Hyperopt

88.81P-Rank

6

Feb 26, 2026

Kaggle Cirrhosis private (test)

73.06p-rank

6

Feb 26, 2026

Kaggle churn private (test)

70.64P-Rank

6

Feb 26, 2026

Kaggle blueberry private (test)

81.16p-rank

6

Feb 26, 2026

Kaggle attrition private (test)

61.12p-rank

6

Feb 26, 2026

Kaggle abalone private (test)

87.87P-Rank

6

Feb 26, 2026

Popular datasets

Kaggle Kaggle Abalone Kaggle Attrition Kaggle Blueberry Kaggle Churn

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