Edge Classification on FB15K237 5 way Encyclopedic KG (test)
99.64AccuracyMF-GIA
Evaluation results
| Method | Links | |
|---|---|---|
| MF-GIAShots=5-shot2026.03 | 99.64 | |
| MF-GIAShots=3-shot2026.03 | 99.42 | |
| MF-GIAShots=1-shot2026.03 | 98.77 | |
| GraphMAEShots=5-shot2026.03 | 88.05 | |
| ProdigyShots=5-shot2026.03 | 88.05 | |
| ProdigyShots=3-shot2026.03 | 88.02 | |
| GFTShots=1-shot2026.03 | 87.67 | |
| ProdigyShots=1-shot2026.03 | 87.59 | |
| DGIShots=5-shot2026.03 | 86.3 | |
| GFTShots=5-shot2026.03 | 86.27 | |
| GraphMAEShots=3-shot2026.03 | 86.12 | |
| GraphSAGEShots=5-shot2026.03 | 86.02 | |
| GFTShots=3-shot2026.03 | 86 | |
| DGIShots=3-shot2026.03 | 85.67 | |
| GCNShots=5-shot2026.03 | 85.12 | |
| GraphSAGEShots=3-shot2026.03 | 85.05 | |
| GraphAlignShots=5-shot2026.03 | 84.92 | |
| GraphMAEShots=1-shot2026.03 | 84.9 | |
| GCNShots=3-shot2026.03 | 84.3 | |
| DGIShots=1-shot2026.03 | 84.22 | |
| GraphAlignShots=3-shot2026.03 | 83.15 | |
| GraphSAGEShots=1-shot2026.03 | 83.11 | |
| GraphAlignShots=1-shot2026.03 | 83.02 | |
| GCNShots=1-shot2026.03 | 82.45 | |
| GCOPEShots=5-shot2026.03 | 82.41 | |
| GCOPEShots=3-shot2026.03 | 81.56 | |
| GCOPEShots=1-shot2026.03 | 80.12 |