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Dice score average = macro default #3042

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Merged
merged 3 commits into from
Jul 25, 2025
Merged

Dice score average = macro default #3042

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9db43e1
average = macro for dice score
Isalia20 Apr 6, 2025
3f04844
Merge branch 'master' into fix-default-average-for-dice
Borda Jul 25, 2025
f68242b
chlog
Borda Jul 25, 2025
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2 changes: 1 addition & 1 deletion src/torchmetrics/functional/segmentation/dice.py
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Expand Up @@ -105,7 +105,7 @@ def dice_score(
target: Tensor,
num_classes: int,
include_background: bool = True,
average: Optional[Literal["micro", "macro", "weighted", "none"]] = "micro",
average: Optional[Literal["micro", "macro", "weighted", "none"]] = "macro",
input_format: Literal["one-hot", "index"] = "one-hot",
) -> Tensor:
"""Compute the Dice score for semantic segmentation.
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2 changes: 1 addition & 1 deletion src/torchmetrics/segmentation/dice.py
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Expand Up @@ -110,7 +110,7 @@ def __init__(
self,
num_classes: int,
include_background: bool = True,
average: Optional[Literal["micro", "macro", "weighted", "none"]] = "micro",
average: Optional[Literal["micro", "macro", "weighted", "none"]] = "macro",
input_format: Literal["one-hot", "index"] = "one-hot",
zero_division: Union[float, Literal["warn", "nan"]] = 0.0,
**kwargs: Any,
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