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The number of parameters/training time (second) per epoch (batchsize 32) of various graph/hypergraph models
| Age (rs fMRI) | WRAT (emoid) | WRAT (nback) | |
|---|---|---|---|
|
| |||
| GCN | 10.66k/10.93s | 11.71k/13.71s | 11.71k/13.86s |
| CHEB | 20.13k/19.11s | 22.21k/22.64s | 22.21k/20.08s |
| SAGE | 20.13k/12.29s | 22.21k/14.07s | 22.21k/14.05s |
| TAG | 39.07k/54.10s | 43.20k/62.51s | 43.20k/61.38s |
| GAT | 10.79k/26.49s | 11.91k/35.62s | 11.91k/36.30s |
| (w)HGNN | 10.66k/11.14s | 11.71k/14.93s | 11.71k/15.06s |
| dwHGCN | 10.92k/13.45s | 11.98k/18.29s | 11.98k/18.71s |
