Interactive Query Answering on FB15k237 manually curated preference sets
27.54Metric 1pNQR
Evaluation Results
| Method | Links | ||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| NQR2025.08 | 27.54 | — | — | — | 23.24 | 23.57 | 37.5 | 42.1 | 27.17 | 25.02 | 20.26 | 20.55 | 20.03 | 15.89 | 4.53 | 20.67 | 19.37 | 23.39 | |
| Cosine2025.08 | 22.9 | — | — | — | 18.93 | 23 | 37.61 | 38.16 | 26.9 | 21.77 | 19.09 | 22.03 | 19.92 | 17.28 | 10.49 | 22.08 | 22.38 | 23.04 | |
| Unconstrained2025.08 | 19.22 | — | — | — | 17.46 | 15.54 | 30.45 | 40.27 | 24.53 | 20.59 | 8.04 | 14.69 | 6.97 | 7.28 | 1.93 | 14.51 | 7.36 | 16.35 | |
| LightGBM2025.08 | 16.6 | — | — | — | 18.76 | 19.57 | 27.32 | 37.69 | 26.02 | 14.22 | 17.35 | 20.61 | 10.22 | 11.52 | 6.89 | 14.15 | 15.01 | 18.28 |