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Cap Lonnqvist & Malania score to 1 #1383

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Nov 9, 2024
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3 changes: 3 additions & 0 deletions brainscore_vision/benchmarks/lonnqvist2024/benchmark.py
Original file line number Diff line number Diff line change
Expand Up @@ -44,6 +44,9 @@ def __call__(self, candidate: BrainModel, return_raw_responses: bool = False):
# Adjust score to ceiling
ceiling = self.ceiling
score = raw_score / ceiling
# ensure score <= 1.0
if score.values > 1:
score = Score(np.array(1.))
score.attrs['raw'] = raw_score
score.attrs['ceiling'] = ceiling
if return_raw_responses:
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3 changes: 3 additions & 0 deletions brainscore_vision/benchmarks/malania2007/benchmark.py
Original file line number Diff line number Diff line change
Expand Up @@ -186,6 +186,9 @@ def __call__(self, candidate: BrainModel):
# Adjust score to ceiling
ceiling = self.ceiling
score = raw_score / ceiling
# ensure score <= 1.0
if score.values > 1:
score = Score(np.array(1.))
score.attrs['error'] = raw_score.error

score.attrs['raw'] = raw_score
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