Interactive Query Answering on Hetionet (test)
79.18Avg Pairwise Acc (1p)LightGBM
Evaluation results
| Method | Links | |||||||||||||||||||||||||||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| LightGBM2025.08 | 79.18 | 65.73 | 63.76 | 75.71 | 75.2 | 64.63 | 69.48 | 71.17 | 68.62 | 63.37 | 64.24 | 74.14 | 74.24 | 67.16 | 69.76 | 13.37 | 8.47 | 11.31 | 11.42 | 14.28 | 10.26 | 11.47 | 9.26 | 7.87 | 8.19 | 7.23 | 9.87 | 9.19 | 7.32 | 9.97 | 41.45 | 41.17 | 49.29 | 39.12 | 41.06 | 43.87 | 40.7 | 35.96 | 29.84 | 43.06 | 39.6 | 38.24 | 40.35 | 43.64 | 40.52 | |
| Cosine2025.08 | 75.27 | 73.3 | 71.65 | 72.13 | 71.48 | 73.19 | 73.57 | 74.19 | 74.58 | 73.29 | 71.12 | 75.06 | 70.7 | 69.21 | 72.77 | 22.07 | 9.26 | 9.66 | 20.4 | 24.45 | 10.61 | 13.94 | 13.52 | 12.75 | 8.77 | 8.3 | 9.24 | 15.06 | 8.23 | 13.3 | 53.28 | 45.09 | 49.16 | 53.79 | 56.23 | 46.8 | 47.95 | 46.59 | 44.64 | 46.79 | 44.57 | 35.94 | 52.21 | 47.01 | 47.86 | |
| NQR2025.08 | 68.17 | 63.19 | 60.78 | 65.96 | 65.3 | 65.4 | 67.12 | 66.84 | 69.39 | 61.6 | 60.67 | 67.28 | 63.44 | 59.59 | 64.62 | 26.39 | 8.87 | 9.32 | 22.89 | 27.23 | 10.77 | 15.51 | 15.11 | 13.2 | 7.82 | 7.66 | 7.23 | 18.72 | 8.22 | 14.21 | 53.04 | 42.28 | 41.44 | 53.16 | 55.79 | 45.77 | 48.91 | 45.97 | 43.34 | 40.97 | 40.23 | 27.65 | 54.24 | 43.83 | 45.47 | |
| Unconstrained2025.08 | 51.75 | 50.73 | 50.55 | 51.78 | 51.19 | 51 | 51.06 | 48.03 | 41.51 | 49.99 | 48.84 | 51.73 | 52.62 | 50.58 | 50.1 | 25.91 | 4.83 | 7.86 | 21.74 | 26.2 | 7.98 | 15 | 13.27 | 8.53 | 4.25 | 3.8 | 3.27 | 18.89 | 5.69 | 11.95 | 44.2 | 19.83 | 26.34 | 43.06 | 45.51 | 24.72 | 38.31 | 33.33 | 22.95 | 19.29 | 17.58 | 9.62 | 48.75 | 23.92 | 29.81 |