Table 5 Assessment of performance across varying graph convolution methods
From: A novel approach for detecting deep fake videos using graph neural network
Graph Convolution | Accuracy on DFDC | Accuracy on FF++ | Accuracy on Celeb-DF |
|---|---|---|---|
GraphSAGE | 61.6 | 79.9 | 75.4 |
Edge GraphConv | 73.19 | 92.3 | 88.9 |
GIN | 43.9 | 56.11 | 51.4 |
MR GraphConv | 99.3 | 97.17 | 92.2 |