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AMES HOUSING dataset and benchmarks · SOTA2 Research

Research Datasets

AMES HOUSING

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Explanation Regularity

Ames Housing

96.2Regularity

11

Explanation Fidelity Estimation

Ames Housing

0.913Fidelity (R2)

11

Explanation Stability

Ames Housing

1Stability

11

Ames Housing (test)

90.64Empirical Coverage

9

AMES HOUSING subsampled to 300 (train)

0.99R500

9

Prediction interval estimation

Ames Housing (test)

91.1Empirical Coverage

6

Ames Housing

0.236NRMSE

4

Local Explanation Generation

Ames Housing

0.998Stability

3

Popular tasks

Regression Prediction Interval Estimation Local Explanation Generation Explanation Stability Explanation Fidelity Estimation

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