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Submission History
Heda Wang edited this page Oct 18, 2017
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17 revisions
NO | model | step | score | BLEU_4 | CIDEr | METEOR | ROUGE_L |
---|---|---|---|---|---|---|---|
1 | show_and_tell | 230000 | 6.54236 | 0.73105 | 1.23151 | 0.35082 | 0.60045 |
2 | show_and_tell | 529346 | 6.57050 | 0.73298 | 1.24599 | 0.35132 | 0.60499 |
3 | show_and_tell finetune | 615359 | 6.49749 | 0.73934 | 1.28029 | 0.35515 | 0.61231 |
4 | show_and_tell finetune* | 840000 | 6.57731 | 0.59671 | 1.37921 | 0.36678 | 0.62941 |
5 | show_and_tell finetune** | 840000 | 6.52121 | 0.61224 | 1.44411 | 0.37362 | 0.63947 |
* 这是 ShowAndTellInGraphModel 的结果,finetune 时学习率调大到 0.001
** 这是 ShowAndTellInGraphModel 的结果,finetune 时学习率接续训练时的学习率开始 decay