Node Classification on Brain-10
94.8Accuracy (Sum)R2-TGNN
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| R2-TGNN2023.11 | 94.8 | 82.3 | 91 | |
| R2-TGNN ∘ Fgraph transformation=true2023.11 | 94 | 83.5 | 92.5 | |
| GRU-GCNCategory=time-then-graph2023.11 | 91.6 | 88.2 | 87.1 | |
| TGNCategory=time-then-graph2023.11 | 91.2 | 88.5 | 89.2 | |
| R-TGNN2023.11 | 85 | 82.3 | 82.8 | |
| DCRNNCategory=time-and-graph2023.11 | 84 | 70.1 | 66.5 | |
| TGATCategory=time-then-graph2023.11 | 80 | 72.3 | 79 | |
| GCRN-M2Category=time-and-graph2023.11 | 77 | 61.2 | 73.1 |