Well given the fact you are stimating joints you just need to have a look at other papers like openpose
  

      arxiv.org
  

  
    

1812.08008v2.pdf 4

  7.88 MB

  

  
    
    
  

  


So you can basically compute accuracy (are the predicted joints matched with the proper ones), the joint-wise error, recall etcetera…