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Image Classification On Cub

Métriques

Classification Accuracy
Explanation Accuracy
Explanation complexity
Explanation extraction time

Résultats

Résultats de performance de divers modèles sur ce benchmark

Paper TitleRepository
Entropy-based Logic Explained Network0.929595.243.74171.87Entropy-based Logic Explanations of Neural Networks
$psi$ network0.919276.115.963707.29Entropy-based Logic Explanations of Neural Networks
Bayesian Rule List0.907996.028.87264678.29Entropy-based Logic Explanations of Neural Networks
Decision Tree0.816289.3645.928.1Entropy-based Logic Explanations of Neural Networks
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