Node Classification on ACM (20% train)
92.67Micro-F1HAN
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| HANAvailable data=X, A, Y (Features, Adjacency, Labels)2019.11 | 92.67 | 92.68 | |
| GCNAvailable data=X, A, Y (Features, Adjacency, Labels)2019.11 | 92.5 | 92.48 | |
| HGNN-AR22024.09 | 92.36 | 92.42 | |
| HDGI-CAvailable data=X, A (Features, Adjacency)2019.11 | 92.27 | 92.32 | |
| GATAvailable data=X, A, Y (Features, Adjacency, Labels)2019.11 | 91.78 | 91.72 | |
| HDGI-AAvailable data=X, A (Features, Adjacency)2019.11 | 91.78 | 91.7 | |
| AMOGCN2024.09 | 91.39 | 91.72 | |
| DGIAvailable data=X, A (Features, Adjacency)2019.11 | 91.04 | 91.04 | |
| HMGE2024.09 | 90.66 | 90.8 | |
| MHGCN2024.09 | 89.19 | 88.96 | |
| MGDCR2024.09 | 88.87 | 89.03 | |
| HGATE2024.09 | 88.7 | 88.73 | |
| DW+FAvailable data=X, A (Features, Adjacency)2019.11 | 87.85 | 87.89 | |
| SSDCM2024.09 | 87.65 | 87.72 | |
| MRGCN2024.09 | 87.52 | 87.64 | |
| RawAvailable data=X (Initial features)2019.11 | 85.9 | 85.85 | |
| M2VAvailable data=A (Adjacency matrix)2019.11 | 61.25 | 61.58 | |
| RGCNAvailable data=X, A, Y (Features, Adjacency, Labels)2019.11 | 57.66 | 58.01 | |
| DWAvailable data=A (Adjacency matrix)2019.11 | 55.03 | 55.82 |