Image Classification on CUB

Metric: Explanation extraction time (higher is better)

LeaderboardDataset

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#	Model↕	Explanation extraction time▼	Extra Data	Paper	Date↕	Code
1	Bayesian Rule List	264678.29	No	Entropy-based Logic Explanations of Neural Netwo...	2021-06-12	Code
2	$\psi$ network	3707.29	No	Entropy-based Logic Explanations of Neural Netwo...	2021-06-12	Code
3	Entropy-based Logic Explained Network	171.87	No	Entropy-based Logic Explanations of Neural Netwo...	2021-06-12	Code
4	Decision Tree	8.1	No	Entropy-based Logic Explanations of Neural Netwo...	2021-06-12	Code

#1Bayesian Rule ListSOTA
264678.29
Explanation extraction time· 2021-06-12
Entropy-based Logic Explanations of Neural Networks Code
#2$\psi$ network
3707.29
Explanation extraction time· 2021-06-12
Entropy-based Logic Explanations of Neural Networks Code
#3Entropy-based Logic Explained Network
171.87
Explanation extraction time· 2021-06-12
Entropy-based Logic Explanations of Neural Networks Code
#4Decision Tree
8.1
Explanation extraction time· 2021-06-12
Entropy-based Logic Explanations of Neural Networks Code