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Wrong DICE calculate in evaluate.py #516

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umeiko opened this issue Dec 12, 2024 · 0 comments
Open

Wrong DICE calculate in evaluate.py #516

umeiko opened this issue Dec 12, 2024 · 0 comments

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@umeiko
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umeiko commented Dec 12, 2024

As titled, When I trained my multiclass tasks, i found Dice Score were too high, which is abnormal. then I found calculation of Dice were wrong.

in evaluate.py, line 37:

dice_score += multiclass_dice_coeff(mask_pred[:, 1:], mask_true[:, 1:], reduce_batch_first=False)

which should be:

dice_score += multiclass_dice_coeff(mask_pred[:, 1:], mask_true[:, 1:], reduce_batch_first=True)
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