File size: 1,067 Bytes
dee113c |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 |
# Copyright (c) Microsoft Corporation.
# Licensed under the MIT license.
import logging
import sys
from bleu import _bleu
def main():
import argparse
parser = argparse.ArgumentParser(description='Evaluate leaderboard predictions for BigCloneBench dataset.')
parser.add_argument('--references', '-ref',help="filename of the labels, in txt format.")
parser.add_argument('--predictions', '-pre',help="filename of the leaderboard predictions, in txt format.")
args = parser.parse_args()
refs = [x.strip() for x in open(args.references, 'r', encoding='utf-8').readlines()]
pres = [x.strip() for x in open(args.predictions, 'r', encoding='utf-8').readlines()]
assert len(refs) == len(pres)
length = len(refs)
count = 0
for i in range(length):
r = refs[i]
p = pres[i]
if r == p:
count += 1
acc = round(count/length*100, 2)
bleu_score = round(_bleu(args.references, args.predictions),2)
print('BLEU:', bleu_score, '; Acc:', acc)
if __name__ == '__main__':
main()
|