Edge Classification on FB15K237 (10-way Encyclopedic KG, test)
91.38AccuracyMF-GIA
Evaluation Results
| Method | Links | |
|---|---|---|
| MF-GIAShots=5-shot2026.03 | 91.38 | |
| MF-GIAShots=3-shot2026.03 | 91.24 | |
| MF-GIAShots=1-shot2026.03 | 87.57 | |
| ProdigyShots=5-shot2026.03 | 84.3 | |
| GraphMAEShots=5-shot2026.03 | 83.66 | |
| DGIShots=5-shot2026.03 | 80.12 | |
| ProdigyShots=3-shot2026.03 | 79.61 | |
| GraphSAGEShots=5-shot2026.03 | 79.45 | |
| GFTShots=1-shot2026.03 | 79.17 | |
| GFTShots=3-shot2026.03 | 79.13 | |
| GraphMAEShots=3-shot2026.03 | 79.02 | |
| GCNShots=5-shot2026.03 | 78.94 | |
| GFTShots=5-shot2026.03 | 78.83 | |
| GraphAlignShots=5-shot2026.03 | 77.02 | |
| DGIShots=3-shot2026.03 | 76.58 | |
| GraphAlignShots=3-shot2026.03 | 76.14 | |
| GraphSAGEShots=3-shot2026.03 | 75.43 | |
| GCNShots=3-shot2026.03 | 74.61 | |
| GCOPEShots=5-shot2026.03 | 74.18 | |
| GraphMAEShots=1-shot2026.03 | 73.35 | |
| GraphAlignShots=1-shot2026.03 | 73.25 | |
| DGIShots=1-shot2026.03 | 72.48 | |
| GraphSAGEShots=1-shot2026.03 | 71.36 | |
| GCOPEShots=3-shot2026.03 | 71.22 | |
| GCNShots=1-shot2026.03 | 70.28 | |
| GCOPEShots=1-shot2026.03 | 68.03 | |
| ProdigyShots=1-shot2026.03 | 66.1 |