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Papers Benchmarks Datasets Tasks

Higgs dataset and benchmarks – Page 2 · SOTA2 Research

Research Datasets

Higgs

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Particle Physics Process Classification

HIGGS 10k (test)

74.04Accuracy

5

Particle Physics Process Classification

HIGGS 1k (test)

69.47Accuracy

5

HIGGS

71.5Accuracy

5

Counterfactual Explanation

Higgs (test)

18.2Mean L1 Distance

4

Dimensionality Reduction

HIGGS

0.979Trustworthiness

4

Mixed Precision Quantization

Higgs

4.28Avg Bit-width (Weights, No Act Quant)

3

Mixed-precision Quantization

Higgs

67Wall-clock Runtime

3

Decision Tree Rashomon Set construction

Higgs

2,374.91Time (s)

1

Dimensionality Reduction

HIGGS

—Primary metric

0

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Popular tasks

Classification Binary Classification Particle Physics Process Classification Dimensionality Reduction Change Point Detection

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