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[Fix] Fix error in gsm8k evaluator #782

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merged 1 commit into from
Feb 4, 2024
Merged

[Fix] Fix error in gsm8k evaluator #782

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10 changes: 9 additions & 1 deletion opencompass/datasets/gsm8k.py
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Original file line number Diff line number Diff line change
Expand Up @@ -56,6 +56,14 @@ def gsm8k_postprocess(text: str) -> str:

class Gsm8kEvaluator(BaseEvaluator):

def is_equal(self, pred, refer):
try:
if pred == refer or abs(float(pred) - int(refer)) < 1e-6:
return True
except Exception:
pass
return False

def score(self, predictions, references):
if len(predictions) != len(references):
return {
Expand All @@ -68,7 +76,7 @@ def score(self, predictions, references):
for i, j in zip(predictions, references):
detail = {'pred': i, 'answer': j, 'correct': False}
count += 1
if i == j:
if self.is_equal(i, j):
correct += 1
detail['correct'] = True
details.append(detail)
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