Logical Query Answering (EPFO) on (e, r) (11 datasets) (Inductive)
0.328MRRBest baseline
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Best baselineTraining=Trainable on each dataset2024.04 | 0.328 | 0.469 | |
| ULTRAQUERY LPZero-shot=true, Thresholding=true2024.04 | 0.312 | 0.441 | |
| ULTRAQUERYZero-shot=true2024.04 | 0.288 | 0.467 | |
| ULTRAQUERYZero-shot=true2024.04 | 0.28 | 0.38 | |
| ULTRAQUERY LPZero-shot=true, Thresholding=true2024.04 | 0.268 | 0.409 | |
| ULTRAQUERY LPZero-shot=true, Thresholding=false2024.04 | 0.227 | 0.331 | |
| ULTRAQUERY LPZero-shot=true, Thresholding=false2024.04 | 0.181 | 0.39 | |
| Best baselineType=Non-parametric heuristic2024.04 | 0.014 | 0.029 |