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Hi @jjhhan , you can use scores = dice_metric_batch.aggregate(), then print(scores) to see the results for each channel.
There is an example which also has multiple classes:
https://github.com/Project-MONAI/tutorials/blob/ff586e0cf24ac164553327b9453edab147cffa9e/3d_segmentation/brats_segmentation_3d.ipynb

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@jjhhan
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