open-mmlab / mmpose

OpenMMLab Pose Estimation Toolbox and Benchmark.
https://mmpose.readthedocs.io/en/latest/
Apache License 2.0
5.26k stars 1.17k forks source link

Evaluate errors in mAP for each category #3017

Open SCsleepy opened 2 months ago

SCsleepy commented 2 months ago

📚 The doc issue

hi, There are two category in my dataset,Two category will appear simultaneously in each image. When two category are evaluated together, the mAP is 0.609046. When I evaluate category 1 alone, the mAP is 0.429362, and when I evaluate category 2 alone, the mAP is 0.189188. I feel that the result is not quite right. May I ask what the reason is? I refer to the method of evaluating category separately https://github.com/open-mmlab/mmpose/issues/2081 . image

I hope to receive your clarification.

Suggest a potential alternative/fix

No response