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请问作者尝试过使用attention rollout的效果么 #6

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ustcjinggg opened this issue Sep 8, 2021 · 2 comments
Closed

请问作者尝试过使用attention rollout的效果么 #6

ustcjinggg opened this issue Sep 8, 2021 · 2 comments

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@ustcjinggg
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感谢作者公开自己工作的代码!
我注意到可视化部分使用了attention rollout的方法,效果看起来不错,请问作者有没有在transformer基础上和TSCAM基础上使用attention rollout后的map来计算最终的定位效果,会有提升么?还是因为没有精度上的提升仅作为可视化的参考?

@vasgaowei
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你好,感谢你关注我们的工作。用attention rollout的方法,在ILSVRC2012上的定位结果和论文所使用的方法差不多,但是CUB-200-2011上attention rollout的定位性能要差一些,gt-known只有83.8,论文中的方法是87.8。

@ustcjinggg
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原来如此,感谢你的回复!

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