Critique

The motivation was well-explained and it was clear how each of the architectures differed from one another! The figure at the end also nicely visualized all of the results!

As mentioned in the below critique, some additional visuals could help make things clearer such as including the ones from the presentation.

It would be nice to have some more elaboration on each of the architectures like the advantages of graph convolutional and graph attention networks and which ones you thought would perform better.

It could also be mentioned explicitly that better performing architectures will have higher mAP.