Soft Query Answering on PPI5k
66.91P ScoreSRC(D+L)
Evaluation Results
| Method | Links | ||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| SRC(D+L)debiasing=true, learning=true2024.03 | 66.9 | 69 | 53.5 | 45.1 | 73.5 | 46.9 | 73.4 | 38.1 | 63.8 | 41.6 | 57.1 | 69.9 | 58.2 | 68.7 | 64.1 | 70.1 | |
| SRC(L)learning=true2024.03 | 66.8 | 71.7 | 52.7 | 43.4 | 72.8 | 43.8 | 72.7 | 34.4 | 66.6 | 38.3 | 58 | 71.4 | 57.7 | 67.8 | 69.8 | 71.6 | |
| SRC(D)debiasing=true2024.03 | 66.7 | 68.7 | 53.1 | 44.9 | 73.1 | 46.7 | 73.3 | 37.7 | 63.7 | 41.3 | 56.9 | 69.9 | 58 | 68.5 | 64 | 69.8 | |
| SRC2024.03 | 66.6 | 70.9 | 49.9 | 42.7 | 71 | 42.9 | 71.6 | 32.7 | 65.6 | 37.1 | 57.2 | 70.4 | 56.5 | 66.7 | 68.4 | 70.7 | |
| ConE+NEextensions=number embedding (NE)2024.03 | 29.2 | 42.5 | 26.4 | 20.7 | 32.6 | 33.9 | 35.9 | 16.6 | 36.6 | 29.4 | 22.5 | 42.2 | 30.7 | 40.8 | 44.1 | 49.2 | |
| LogicE+NEextensions=number embedding (NE)2024.03 | 20.5 | 22.6 | 17.1 | 10.4 | 24.4 | 20 | 30.4 | 9.1 | 12.4 | 14.1 | -2.6 | 32.9 | 14.8 | 20.7 | 8 | 16.4 |