Add all-in-one graphic with all methods

[ioctl-user]

There are a lot of methods this is difficult to compare, so I have the following suggestion:

Add graphical picture for each data set with all methods with two axis: FPS and AP
Something like this: https://paperswithcode.com/sota/pose-estimation-on-coco-test-dev

[innerlee]

Thanks for the suggestion. We have plans for fancy modelzoo visualizations (including comparisons/filtrations/sorting/etc.). We are waiting for front-end programmers 😄
If anyone one can help, then we can bring them earlier.

[ioctl-user]

Thanks!

As an additional suggestion:
Add one more metric to existing tables, that indicate stability of the top_down methods depending on box detector quality.
I.e., dependence of a given method AP quality from a box AP quality.

That may be useful for performance optimization, because one can prefer take fast box detector and steady pose detector.

[innerlee]

@ioctl-user Please checkout the new modelzoo!

• By topic: https://mmpose.readthedocs.io/en/latest/topics/animal.html
• By paper: https://mmpose.readthedocs.io/en/latest/papers/algorithms.html