GammaGL/examples/dgcnn

• Dynamic Graph CNN(DGCNN)
• Dataset statics
• Results

Dynamic Graph CNN(DGCNN)

• paper link:https://arxiv.org/pdf/1801.07829.pdf
• Author's code repo:WangYueFt/dgcnn (github.com). The code has both included pytorch & tensorflow versions.

Dataset statics

• Dataset:ModelNet40
• 12,311 meshed CAD models
• 40 categories
• 9,843 models are used for training and 2,468 models are for testing.

refer to ModelNet40

Results

Dataset	Paper	Paper(avg)	Our(tf)	Our(tf,avg)	Our(th)	Our(th,avg)
ModelNet40	91.7	88.9	88.94	83.94	88.01	82.16

Notes: accuracy with 'avg' refers to 'average accuracy', which calls the method of
balanced_accuracy_score; accuracy without 'avg' refers to 'overall accuracy', which calls the method of accuracy_score.