Complex Query Answering on NELL-995 (test)
83.3Hits@1 (1p)
ROG
Updated 4d ago
Evaluation Results
| Method | Links | |||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
2026.02 | 83.3 | - | - | - | 59.2 | 41.5 | 61.1 | 58.7 | 50.1 | 42.9 | 62.2 | 57.2 | - | - | - | - | - | |
2026.02 | 66.4 | - | - | - | 32.7 | 26.8 | 55.8 | 51.2 | 33.6 | 37.7 | 45.4 | 39.2 | - | - | - | - | - | |
2024.09 | 61.4 | 35.3 | - | 19.9 | 25.7 | 24.1 | 45.8 | 58.8 | 33.9 | 29.2 | 20.5 | 18.7 | 19.8 | 27.5 | 20.4 | 17.4 | 14.6 | |
2024.09 | 60.7 | 32.9 | - | 12.9 | 24.1 | 21.6 | 42.5 | 55.3 | 31.3 | 26.5 | 20.4 | 17.9 | 13.8 | 17.9 | 16.9 | 9.9 | 5.9 | |
2023.01 | 60.4 | 28.8 | - | - | 17.8 | 12.7 | 39.3 | 46.6 | 30.1 | 22 | 17.3 | 13.2 | - | - | - | - | - | |
2023.01 | 60.4 | 28.6 | - | - | 20.6 | 11.6 | 39.3 | 46.6 | 25.4 | 23.9 | 17.5 | 12.2 | - | - | - | - | - | |
2023.01 | 60.4 | 32.3 | - | 13.3 | 22.9 | 16.7 | 43.4 | 52.6 | 32.1 | 26.4 | 20 | 17 | 15.1 | 18.6 | 15.8 | 10.7 | 6.5 | |
2024.09 | 60.4 | 28.8 | - | - | 17.8 | 12.7 | 39.3 | 46.6 | 30.1 | 22 | 17.3 | 13.2 | - | - | - | - | - | |
2024.09 | 60.4 | 28.6 | - | - | 20.6 | 11.6 | 39.3 | 50.6 | 25.4 | 18.6 | 15.8 | 12.9 | - | - | - | - | - | |
2024.09 | 60.4 | 32.3 | - | 13.3 | 22.9 | 16.7 | 42.4 | 52.5 | 32.1 | 26.4 | 20 | 17 | 15.1 | 23.9 | 17.5 | 12.2 | 10.7 | |
2023.01 | 53.3 | 28.9 | - | 9.7 | 18.9 | 14.9 | 42.4 | 52.5 | 30.8 | 18.9 | 15.9 | 12.6 | 9.9 | 14.6 | 11.4 | 6.3 | 6.3 | |
2024.09 | 53.3 | 28.9 | - | 9.7 | 18.9 | 14.9 | 43.4 | 52.6 | 30.8 | 18.9 | 15.9 | 12.6 | 9.9 | 14.6 | 11.4 | 6.3 | 6.3 | |
2023.01 | 53.1 | 27.2 | - | 6.4 | 16.1 | 13.9 | 40 | 50.8 | 26.3 | 17.5 | 15.3 | 11.3 | 5.7 | 8.1 | 10.8 | 3.5 | 3.9 | |
2024.09 | 53.1 | 27.2 | - | 6.4 | 16.1 | 13.9 | 40 | 50.8 | 26.3 | 17.5 | 15.3 | 11.3 | 5.7 | 8.1 | 10.8 | 3.5 | 3.9 | |
2026.02 | 53.1 | - | - | - | 31 | 22.4 | 51.4 | 46.9 | 29.1 | 31.1 | 37.6 | 21.5 | - | - | - | - | - | |
2023.01 | 53 | 24.6 | - | 5.9 | 13 | 11.4 | 37.6 | 47.5 | 24.1 | 14.3 | 12.2 | 8.5 | 5.1 | 7.8 | 10 | 3.1 | 3.5 | |
2024.09 | 53 | 24.6 | - | 5.9 | 13 | 11.4 | 37.6 | 47.5 | 24.1 | 14.3 | 12.2 | 8.5 | 5.1 | 7.8 | 10 | 3.1 | 3.5 | |
2026.02 | 52.5 | - | - | - | 29.5 | 15.3 | 35.6 | 38.8 | 25.4 | 28.5 | 26.9 | 18.6 | - | - | - | - | - | |
2022.12 | 51.6 | 24.8 | 16.7 | 6.1 | 17.1 | 15.3 | 32.1 | 40.8 | 23.1 | 19.9 | 12.3 | 11.3 | 5.6 | 9.4 | 9.9 | 3.5 | 2.1 | |
2022.12 | 51.2 | 21.3 | 13.9 | - | 11.8 | 9 | 28.4 | 36.3 | 22.4 | 15.5 | 9.9 | 7.6 | - | - | - | - | - | |
2022.12 | 51.2 | 21 | 13.2 | - | 14.3 | 6.3 | 28.4 | 36.3 | 18.1 | 17.4 | 10.2 | 7.2 | - | - | - | - | - | |
2024.09 | 47.4 | 27 | - | 7.8 | 17.2 | 14.6 | 39.5 | 49.2 | 26.2 | 20.6 | 15.3 | 12.6 | 7.8 | 9.8 | 11.1 | 4.9 | 5.5 | |
2022.12 | 43.6 | 19.8 | 11.6 | 2.2 | 10.7 | 9 | 28.6 | 39.8 | 19.2 | 11.4 | 9 | 6.6 | 1.4 | 2.6 | 5.2 | 0.8 | 1.2 | |
2022.12 | 43.5 | 17.8 | 9.6 | 2.1 | 8.1 | 7 | 27.2 | 36.5 | 17.4 | 9.3 | 6.9 | 4.7 | 1.6 | 2.2 | 4.8 | 0.7 | 1.2 | |
2022.12 | 43.5 | 21.5 | 13.2 | 3.6 | 12.9 | 9.9 | 32.5 | 42.4 | 23.5 | 12.9 | 8.8 | 7.4 | 3.2 | 5.9 | 5.4 | 1.6 | 2 | |
2023.01 | 42.2 | 22.9 | - | - | 14 | 11.2 | 33.3 | 44.5 | 22.4 | 16.8 | 11.3 | 10.3 | - | - | - | - | - | |
2024.09 | 42.2 | 22.9 | - | - | 14 | 11.2 | 33.3 | 44.5 | 22.4 | 16.8 | 11.3 | 10.3 | - | - | - | - | - | |
2023.01 | 32.8 | 18.6 | - | - | 11.9 | 9.6 | 27.5 | 35.2 | 18.4 | 14.4 | 8.5 | 8.8 | - | - | - | - | - | |
2024.09 | 32.8 | 18.6 | - | - | 11.9 | 9.6 | 27.5 | 35.2 | 18.4 | 14.4 | 8.5 | 8.8 | - | - | - | - | - | |
2022.12 | 23.8 | 14.1 | 8.8 | - | 8.7 | 6.9 | 20.3 | 31.5 | 14.3 | 10.7 | 5 | 6 | - | - | - | - | - | |
2022.12 | 15.4 | 9.9 | 6.9 | - | 6.7 | 5 | 14.3 | 20.4 | 10.6 | 9 | 2.9 | 5 | - | - | - | - | - |