Image Classification on CUB

Metric: Explanation Accuracy (higher is better)

LeaderboardDataset

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#	Model↕	Explanation Accuracy▼	Extra Data	Paper	Date↕	Code
1	Bayesian Rule List	96.02	No	Entropy-based Logic Explanations of Neural Netwo...	2021-06-12	Code
2	Entropy-based Logic Explained Network	95.24	No	Entropy-based Logic Explanations of Neural Netwo...	2021-06-12	Code
3	Decision Tree	89.36	No	Entropy-based Logic Explanations of Neural Netwo...	2021-06-12	Code
4	$\psi$ network	76.1	No	Entropy-based Logic Explanations of Neural Netwo...	2021-06-12	Code

#1Bayesian Rule ListSOTA
96.02
Explanation Accuracy· 2021-06-12
Entropy-based Logic Explanations of Neural Networks Code
#2Entropy-based Logic Explained Network
95.24
Explanation Accuracy· 2021-06-12
Entropy-based Logic Explanations of Neural Networks Code
#3Decision Tree
89.36
Explanation Accuracy· 2021-06-12
Entropy-based Logic Explanations of Neural Networks Code
#4$\psi$ network
76.1
Explanation Accuracy· 2021-06-12
Entropy-based Logic Explanations of Neural Networks Code