Image Classification On Cub
Metrics
Classification Accuracy
Explanation Accuracy
Explanation complexity
Explanation extraction time
Results
Performance results of various models on this benchmark
Comparison Table
| Model Name | Classification Accuracy | Explanation Accuracy | Explanation complexity | Explanation extraction time |
|---|---|---|---|---|
| entropy-based-logic-explanations-of-neural | 0.9295 | 95.24 | 3.74 | 171.87 |
| entropy-based-logic-explanations-of-neural | 0.9079 | 96.02 | 8.87 | 264678.29 |
| entropy-based-logic-explanations-of-neural | 0.8162 | 89.36 | 45.92 | 8.1 |
| entropy-based-logic-explanations-of-neural | 0.9192 | 76.1 | 15.96 | 3707.29 |