Metric: Explanation extraction time (higher is better)
| # | 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 |