Error Understanding On Cub 200 2011 1
Metrics
Average highest confidence (EfficientNetV2-M)
Average highest confidence (MobileNetV2)
Average highest confidence (ResNet-101)
Insertion AUC score (EfficientNetV2-M)
Insertion AUC score (MobileNetV2)
Insertion AUC score (ResNet-101)
Results
Performance results of various models on this benchmark
Comparison Table
| Model Name | Average highest confidence (EfficientNetV2-M) | Average highest confidence (MobileNetV2) | Average highest confidence (ResNet-101) | Insertion AUC score (EfficientNetV2-M) | Insertion AUC score (MobileNetV2) | Insertion AUC score (ResNet-101) |
|---|---|---|---|---|---|---|
| grad-cam-improved-visual-explanations-for | 0.2659 | 0.3462 | 0.2647 | 0.1605 | 0.1284 | 0.1094 |
| less-is-more-fewer-interpretable-region-via | 0.3306 | 0.5367 | 0.4513 | 0.1748 | 0.1922 | 0.1772 |
| score-camimproved-visual-explanations-via | 0.2403 | 0.3141 | 0.2510 | 0.1572 | 0.1195 | 0.1073 |
| making-sense-of-dependence-efficient-black | 0.2679 | 0.2914 | 0.2493 | 0.1611 | 0.1635 | 0.1446 |