Image Classification on CUB

Metric: Explanation complexity (higher is better)

LeaderboardDataset

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#	Model↕	Explanation complexity▼	Extra Data	Paper	Date↕	Code
1	Decision Tree	45.92	No	Entropy-based Logic Explanations of Neural Netwo...	2021-06-12	Code
2	$\psi$ network	15.96	No	Entropy-based Logic Explanations of Neural Netwo...	2021-06-12	Code
3	Bayesian Rule List	8.87	No	Entropy-based Logic Explanations of Neural Netwo...	2021-06-12	Code
4	Entropy-based Logic Explained Network	3.74	No	Entropy-based Logic Explanations of Neural Netwo...	2021-06-12	Code

#1Decision TreeSOTA
45.92
Explanation complexity· 2021-06-12
Entropy-based Logic Explanations of Neural Networks Code
#2$\psi$ network
15.96
Explanation complexity· 2021-06-12
Entropy-based Logic Explanations of Neural Networks Code
#3Bayesian Rule List
8.87
Explanation complexity· 2021-06-12
Entropy-based Logic Explanations of Neural Networks Code
#4Entropy-based Logic Explained Network
3.74
Explanation complexity· 2021-06-12
Entropy-based Logic Explanations of Neural Networks Code