Comments (3)
bump
from chainer-gan-lib.
Sorry for the late reply.
All scores showed in README (except for the scores in the "official" column) are calculated with the code in this repository.
The scores for each method are calculated at the end of training, using the following extension functions:
https://github.com/pfnet-research/chainer-gan-lib/blob/master/common/evaluation.py#L82
https://github.com/pfnet-research/chainer-gan-lib/blob/master/common/evaluation.py#L154
We cannot reproduce the scores exactly because we did not specify the random seed when we trained each model, but you should be able to get similar scores for each method by running the script in https://github.com/pfnet-research/chainer-gan-lib/blob/master/example.sh
from chainer-gan-lib.
I'm getting varying scores that doesn't always preserve the rank in the table. Are these supposed to be averaged to say 10 runs of training a model? They don't seem reliable at all otherwise.
from chainer-gan-lib.
Related Issues (16)
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