Link Prediction on WD50K
0.759MRRHEHRGNN
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| HEHRGNN2026.02 | 0.759 | 0.584 | 0.743 | 0.925 | |
| UniHREntity Prediction Scope=all entities2024.11 | 0.382 | 0.313 | — | 0.517 | |
| HyperSATEntity Prediction Scope=all entities2024.11 | 0.38 | 0.306 | — | 0.52 | |
| HAHEEntity Prediction Scope=all entities2024.11 | 0.378 | 0.306 | — | 0.515 | |
| GRANEntity Prediction Scope=all entities2024.11 | 0.363 | 0.294 | — | 0.493 | |
| HyNTEntity Prediction Scope=all entities2024.11 | 0.356 | 0.285 | — | 0.493 | |
| STARE2026.02 | 0.349 | 0.271 | — | 0.496 | |
| UniHREntity Prediction Scope=subject/object2024.11 | 0.348 | 0.278 | — | 0.482 | |
| ShrinkEEntity Prediction Scope=subject/object2024.11 | 0.345 | 0.275 | — | 0.482 | |
| HyperSATEntity Prediction Scope=subject/object2024.11 | 0.345 | 0.27 | — | 0.489 | |
| HAHEEntity Prediction Scope=subject/object2024.11 | 0.343 | 0.269 | — | 0.484 | |
| GRANEntity Prediction Scope=subject/object2024.11 | 0.329 | 0.259 | — | 0.465 | |
| HyNTEntity Prediction Scope=subject/object2024.11 | 0.328 | 0.256 | — | 0.468 | |
| NYLONEntity Prediction Scope=subject/object2024.11 | 0.326 | 0.262 | — | 0.446 | |
| StarEEntity Prediction Scope=subject/object2024.11 | 0.309 | 0.234 | — | 0.452 | |
| NYLONEntity Prediction Scope=all entities2024.11 | 0.291 | 0.226 | — | 0.414 | |
| NaLPEntity Prediction Scope=all entities2024.11 | 0.251 | 0.187 | — | 0.375 | |
| HINGE2026.02 | 0.243 | 0.176 | — | 0.377 | |
| tNaLPEntity Prediction Scope=all entities2024.11 | 0.243 | 0.182 | — | 0.36 | |
| NaLPEntity Prediction Scope=subject/object2024.11 | 0.23 | 0.17 | — | 0.347 | |
| tNaLPEntity Prediction Scope=subject/object2024.11 | 0.221 | 0.163 | — | 0.331 | |
| NaLP-Fix2026.02 | 0.177 | 0.131 | — | 0.264 |