Edge Classification on WN18RR 5 way Lexical KG (test)
68.05AccuracyMF-GIA
Evaluation results
| Method | Links | |
|---|---|---|
| MF-GIAShots=5-shot2026.03 | 68.05 | |
| MF-GIAShots=3-shot2026.03 | 64.54 | |
| GraphAlignShots=5-shot2026.03 | 60.19 | |
| MF-GIAShots=1-shot2026.03 | 55.64 | |
| ProdigyShots=5-shot2026.03 | 53.94 | |
| AutoGFMShots=5-shot2026.03 | 49.93 | |
| AutoGFMShots=3-shot2026.03 | 49.1 | |
| GFTShots=5-shot2026.03 | 48.8 | |
| GFTShots=3-shot2026.03 | 48.53 | |
| AutoGFMShots=1-shot2026.03 | 48.47 | |
| GFTShots=1-shot2026.03 | 48.13 | |
| GraphAlignShots=3-shot2026.03 | 47.47 | |
| ProdigyShots=3-shot2026.03 | 47.28 | |
| ProdigyShots=1-shot2026.03 | 46.57 | |
| GraphAlignShots=1-shot2026.03 | 45.08 | |
| GraphMAEShots=5-shot2026.03 | 44.83 | |
| DGIShots=5-shot2026.03 | 44.05 | |
| GraphSAGEShots=5-shot2026.03 | 43.28 | |
| GCNShots=5-shot2026.03 | 42.57 | |
| GraphMAEShots=3-shot2026.03 | 41.16 | |
| DGIShots=3-shot2026.03 | 40.28 | |
| GCOPEShots=5-shot2026.03 | 40.21 | |
| GraphSAGEShots=3-shot2026.03 | 39.41 | |
| GCNShots=3-shot2026.03 | 38.62 | |
| GCOPEShots=3-shot2026.03 | 36.05 | |
| GraphMAEShots=1-shot2026.03 | 35.42 | |
| DGIShots=1-shot2026.03 | 34.57 | |
| GraphSAGEShots=1-shot2026.03 | 33.05 | |
| GCNShots=1-shot2026.03 | 32.14 | |
| GCOPEShots=1-shot2026.03 | 30.47 |