Temporal Knowledge Graph Reasoning on ICEWS18 (test)
24.34Hits@1
RPC
Updated 4d ago
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
2025.05 | 24.34 | - | 38.74 | 55.89 | - | - | |
2025.05 | 24.25 | - | 37.25 | 42.1 | - | - | |
2025.05 | 23.47 | - | 34.05 | 47.27 | - | - | |
2025.05 | 23.29 | 34.13 | 38.42 | 55.8 | - | - | |
2025.05 | 23.1 | - | 37.9 | 54.2 | - | - | |
2025.05 | 23.04 | - | 35.32 | 46.62 | - | - | |
2025.05 | 23.04 | - | 35.32 | 46.62 | - | - | |
2025.05 | 22.74 | 32.17 | 36.24 | 50.72 | - | - | |
2025.05 | 22.67 | 31.85 | 35.92 | 49.8 | - | - | |
2026.01 | 22.5 | - | 35.7 | 53 | - | - | |
2025.05 | 22.3 | - | 36.7 | 52.5 | - | - | |
2025.05 | 22.15 | - | - | 55.04 | - | - | |
2025.05 | 22.05 | 29.98 | 33.46 | 44.83 | - | - | |
2025.05 | 21.96 | - | 36.18 | 51.95 | - | - | |
2026.01 | 21.9 | - | 36.1 | 52 | - | - | |
2024.02 | 21.83 | 32.98 | 37.79 | 54.92 | - | - | |
2024.02 | 21.75 | 32.1 | 36.51 | 53.37 | - | - | |
2026.01 | 21.5 | - | 36.6 | 49.6 | - | - | |
2025.05 | 21.23 | 30.84 | 34.58 | 49.67 | - | - | |
2025.05 | 21.2 | - | 32.5 | 43.9 | - | - | |
2024.02 | 21.07 | 32.18 | 36.98 | 54.04 | - | - | |
2025.05 | 21.03 | 29.31 | 33.4 | 45.6 | - | - | |
2025.05 | 21.01 | 30.58 | 34.34 | 48.75 | - | - | |
2024.02 | 20.95 | 31.97 | 36.67 | 53.66 | - | - | |
2025.05 | 20.9 | - | 33.5 | 46.2 | - | - | |
2022.10 | 20.8 | 30 | 31.1 | 50 | - | - | |
2026.01 | 20.8 | - | 33.5 | 47.9 | - | - | |
2024.02 | 20.65 | 31.31 | 35.79 | 52.61 | - | - | |
2026.01 | 20.6 | - | 33 | 45.8 | - | - | |
2026.01 | 20.6 | - | 34.4 | 53.1 | - | - | |
2026.01 | 20.5 | - | 33.9 | 48.4 | - | - | |
2024.02 | 20.44 | 31.08 | 35.39 | 52.06 | - | - | |
2025.05 | 20.4 | - | 33.6 | 48 | - | - | |
2026.01 | 20.2 | - | 33.9 | 48.4 | - | - | |
2024.02 | 19.96 | 29.77 | 34.14 | 49.59 | - | - | |
2025.05 | 19.71 | - | 31.58 | 43.45 | - | - | |
2025.05 | 19.54 | - | 31.34 | 43.29 | - | - | |
2025.05 | 19.47 | - | 31.17 | 43.05 | - | - | |
2025.05 | 19.43 | - | 31.87 | 44.52 | - | - | |
2025.05 | 19.35 | 28.68 | 32.17 | 47.04 | - | - | |
2026.01 | 19.3 | - | 33.1 | 49.4 | - | - | |
2025.05 | 19.2 | - | 31.3 | 41.4 | - | - | |
2025.05 | 19.2 | - | 31.3 | 41.4 | - | - | |
2026.01 | 19.2 | - | 32.3 | 48.3 | - | - | |
2026.01 | 19.2 | - | 32.3 | 49.4 | - | - | |
2025.05 | 19.1 | - | 31.8 | 46.2 | - | - | |
2025.05 | 19.05 | 28.81 | 32.44 | 47.51 | - | - | |
2025.05 | 18.99 | 29.16 | 33.16 | 48.37 | - | - | |
2024.02 | 18.98 | 29.01 | 33.11 | 48.78 | - | - | |
2024.02 | 18.84 | 28.72 | 32.66 | 48.18 | - | - | |
2022.10 | 18.4 | 26.9 | 26.7 | 44.1 | - | - | |
2025.05 | 18.1 | - | 27.2 | 28.8 | - | - | |
2025.05 | 18.1 | - | 27.2 | 28.8 | - | - | |
2025.05 | 17.92 | 26.65 | 30.08 | 44.09 | - | - | |
2026.01 | 17.8 | - | 31.4 | 46 | - | - | |
2026.01 | 17.7 | - | 29 | 38.5 | - | - | |
2026.01 | 17.7 | - | 29.5 | 36.4 | - | - | |
2026.01 | 17.2 | - | 28.8 | 36.4 | - | - | |
2024.02 | 16.81 | 23.94 | 28.15 | 42.68 | - | - | |
2025.05 | 16.23 | 24.51 | 29.25 | 44.51 | - | - | |
2025.05 | 15.9 | 24.93 | 28.28 | 42.61 | - | - | |
2025.05 | 15.19 | 22.94 | 27.05 | 42.11 | - | - | |
2024.02 | 14.77 | 21.51 | 26.08 | 40.57 | - | - | |
2025.05 | 14.1 | - | 26.5 | 40.9 | - | - | |
2025.05 | 13.5 | - | 27.6 | 32.6 | - | - | |
2025.05 | 13.5 | - | 27.6 | 32.6 | - | - | |
2025.05 | 13.28 | 21.23 | 24.02 | 36.91 | - | - | |
2025.05 | 11.53 | 19.3 | 21.86 | 34.8 | - | - | |
2022.10 | 11.1 | 16.1 | 18.5 | 25.9 | - | - | |
2022.10 | 10.9 | 20 | 21.4 | 34.1 | - | - | |
2022.10 | 9.2 | 17.7 | 21.2 | 33.7 | - | - | |
2022.10 | 8.9 | 18.8 | 17.6 | 31.7 | - | - | |
2025.05 | 8.61 | 16.75 | 18.41 | 33.59 | - | - | |
2025.05 | 7.03 | 11.51 | 12.87 | 20.86 | - | - | |
2022.10 | 6.5 | 7 | 6.8 | 9.1 | - | - | |
2022.10 | 4.4 | 6 | 5.4 | 9 | - | - | |
2022.10 | 4.2 | 5.8 | 5.4 | 8.6 | - | - | |
2025.05 | 4.01 | 12.78 | 14.89 | 31.91 | - | - | |
2025.05 | 1.92 | 8.31 | 8.56 | 21.89 | - | - | |
2026.02 | - | - | - | - | 393.67 | - | |
2026.02 | - | - | - | - | 159.9 | - | |
2026.02 | - | - | - | - | 135.8 | - | |
2026.02 | - | - | - | - | 96.95 | - |