Node Classification on BlogCatalog 6-way Social Media (test)
67.31AccuracyMF-GIA
Evaluation results
| Method | Links | |
|---|---|---|
| MF-GIAshots=5-shot2026.03 | 67.31 | |
| GraphCLshots=5-shot2026.03 | 63.55 | |
| GPFshots=5-shot2026.03 | 63.47 | |
| GCOPEshots=5-shot2026.03 | 63.05 | |
| MF-GIAshots=3-shot2026.03 | 62.69 | |
| GraphMAEshots=5-shot2026.03 | 62.14 | |
| All in Oneshots=5-shot2026.03 | 61.31 | |
| DGIshots=5-shot2026.03 | 60.91 | |
| GCOPEshots=3-shot2026.03 | 58.76 | |
| GraphSAGEshots=5-shot2026.03 | 58.03 | |
| GPFshots=3-shot2026.03 | 58.01 | |
| GraphMAEshots=3-shot2026.03 | 57.93 | |
| GraphCLshots=3-shot2026.03 | 57.2 | |
| All in Oneshots=3-shot2026.03 | 56.72 | |
| GATshots=5-shot2026.03 | 56.42 | |
| DGIshots=3-shot2026.03 | 56.08 | |
| Prodigyshots=5-shot2026.03 | 53.44 | |
| GraphSAGEshots=3-shot2026.03 | 53.12 | |
| GATshots=3-shot2026.03 | 52.47 | |
| GCNshots=5-shot2026.03 | 52.16 | |
| MF-GIAshots=1-shot2026.03 | 49.46 | |
| GCNshots=3-shot2026.03 | 49.08 | |
| Prodigyshots=3-shot2026.03 | 46.56 | |
| GATshots=1-shot2026.03 | 46.37 | |
| GCOPEshots=1-shot2026.03 | 45.02 | |
| GraphCLshots=1-shot2026.03 | 44.87 | |
| GraphMAEshots=1-shot2026.03 | 43.25 | |
| GCNshots=1-shot2026.03 | 43.22 | |
| GPFshots=1-shot2026.03 | 43.08 | |
| All in Oneshots=1-shot2026.03 | 42.54 | |
| DGIshots=1-shot2026.03 | 42.11 | |
| GraphSAGEshots=1-shot2026.03 | 40.56 | |
| Prodigyshots=1-shot2026.03 | 39.85 |