Entity Regression (study-adverse) on rel trial
0.199MAERelPrism
Evaluation Results
| Method | Links | |
|---|---|---|
| RelPrismshot=502026.05 | 0.199 | |
| TVEshot=502026.05 | 0.212 | |
| GraphCLshot=502026.05 | 0.229 | |
| GraphMAEshot=502026.05 | 0.252 | |
| STUNTshot=502026.05 | 0.279 | |
| RelGTshot=502026.05 | 2.058 | |
| RTshot=502026.05 | 2.367 | |
| LightGBMshot=502026.05 | 2.464 | |
| RelGNNshot=502026.05 | 2.766 | |
| Griffinshot=502026.05 | 2.918 | |
| Structural Optimizer2026.06 | 41.28 | |
| LightGBM2026.05 | 42.8452 | |
| LightGBM2026.05 | 42.8452 | |
| RelGT2026.06 | 44.62 | |
| HGSL2026.06 | 44.69 | |
| LLM-Struct2026.06 | 44.73 | |
| FROG2026.05 | 44.7536 | |
| FROG2026.05 | 44.7536 | |
| GTN2026.06 | 44.82 | |
| REL-GNN2026.06 | 44.93 | |
| HAN2026.06 | 45.16 | |
| Base2026.06 | 45.5 | |
| RDL2026.05 | 46.157 | |
| RDL2026.05 | 46.157 | |
| RelGNN2026.05 | 46.6503 | |
| RelGNN2026.05 | 46.6503 | |
| LightGBM2026.06 | 48.31 | |
| Entity Mean2026.05 | 57.9303 | |
| Entity Median2026.05 | 57.9303 | |
| Entity Mean2026.05 | 57.9303 | |
| Entity Median2026.05 | 57.9303 |