Metric: Explanation Accuracy (higher is better)
| # | 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 |