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The experimental results could not be reproduced #3

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chenqi008 opened this issue Aug 23, 2024 · 0 comments
Open

The experimental results could not be reproduced #3

chenqi008 opened this issue Aug 23, 2024 · 0 comments

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@chenqi008
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Thank you so much for releasing the codes. However, when I try reproducing the results based on the given instructions, the results seem to be a large difference from the values in the paper. For example,

profession a_woman_bias_cnt a_man_bias_cnt deviation_ratio
Analyst 257 243 0.028
CEO 201 299 0.196
Laborer 167 333 0.332
Secretary 445 55 0.78
Teacher 406 94 0.624

The instructions I use are:
python test.py --train_data_dir datasets/person/ --output_dir exps/example_person --evaluation_type winobias --num_test_samples 50 --template_key 0 --concept 'woman' 'man' --clip_attributes 'a woman' 'a man'

Thanks again for such a promising work and code.

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