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Question about the reported metrics of Poseur in your paper

Open Kelly510 opened this issue 1 year ago • 2 comments

Hi. I have a question about the reported metrics of Poseur in your paper. In the original Poseur paper, AP is 75.4 with ResNet-50 backbone. However, it is 74.2 in your paper with the same backbone. May I ask the reason of this difference?

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Kelly510 avatar Dec 26 '23 13:12 Kelly510

In the original Poseur paper, an AP of 75.4 was achieved through the use of the flip test as a test-time augmentation technique. However, in the case of ED-Pose, no test-time augmentation is employed. We conduct a fair comparison between the two methods, where we utilize the Poseur checkpoints while excluding the flip test and yield an AP of 74.2.

yangjie-cv avatar Dec 26 '23 14:12 yangjie-cv

In the original Poseur paper, an AP of 75.4 was achieved through the use of the flip test as a test-time augmentation technique. However, in the case of ED-Pose, no test-time augmentation is employed. We conduct a fair comparison between the two methods, where we utilize the Poseur checkpoints while excluding the flip test and yield an AP of 74.2.

I got it. Thanks for your reply very much!

Kelly510 avatar Dec 28 '23 10:12 Kelly510