the BLEU score of LeakGAN in COCO is about 0.84

[chenwq95]

The BLEU score of LeakGAN is far lower than that reported in the paper.

[Yaoming95]

What's your setting in the experiment? We use TF 1.4.
And how did you conduct BLEU evaluation? Do you use the evaluation program in the TexyGen?

[noobOriented]

I think it is due to the default smoothing function.
Before nltk < 3.3 (released 2018.05.06), there was a bug in the SmoothingFunction().method0 (i.e. no smoothing),
which was the default smoothing function of sentence_bleu

That bug led to incorrect high values of BLEU for cases with no matched n-gram (common when n is high).

(See: nltk/nltk#1545)

Texygen uses SmoothingFunction().method1 by default: using 0.1 as the numerator in precision instead of 0 if there's no matched n-gram,
so it is unaffected by the bug regardless of NLTK version.

[khorshidisamira]

The BLEU score of LeakGAN is far lower than that reported in the paper.

How did you get the BLEU score?
Thanks