configs/experiment/slot_attention/_metrics_coco.yaml

# @package _global_
# Metrics for COCO-like datasets
evaluation_metrics:
  instance_mask_ari:
    _target_: routed.ocl.metrics.ARIMetric
    prediction_path: object_decoder.masks
    target_path: input.instance_mask
    foreground: false
    ignore_overlaps: true
    convert_target_one_hot: true
  instance_mask_iou:
    _target_: routed.ocl.metrics.UnsupervisedMaskIoUMetric
    prediction_path: object_decoder.masks
    target_path: input.instance_mask
    ignore_overlaps: true
  segmentation_mask_iou:
    _target_: routed.ocl.metrics.UnsupervisedMaskIoUMetric
    prediction_path: object_decoder.masks
    target_path: input.segmentation_mask
  instance_mask_abo:
    _target_: routed.ocl.metrics.AverageBestOverlapMetric
    prediction_path: object_decoder.masks
    target_path: input.instance_mask
    ignore_overlaps: true
  segmentation_mask_abo:
    _target_: routed.ocl.metrics.AverageBestOverlapMetric
    prediction_path: object_decoder.masks
    target_path: input.segmentation_mask
  instance_mask_corloc:
    _target_: routed.ocl.metrics.MaskCorLocMetric
    prediction_path: object_decoder.masks
    target_path: input.instance_mask
    use_threshold: false
    ignore_overlaps: true