CAM Irrelevant Attention
It evaluates how much the class activation maps focus on irrelevant parts of the image. This metric corresponds to the percentage of CAM area outside any bounding box.
Example
from odin.classes import Metrics
my_metric = Metrics.CAM_IRRELEVANT_ATTENTION
# use my_metric as 'metric' parameter in the analyses
Tasks supported
| Binary Classification | Single-label Classification | Multi-label Classification | Object Detection | Instance Segmentation |
|---|---|---|---|---|
| yes | yes | yes | no | no |