Masked Entity Prediction on ICEWS18 standard (test)
36.84MRRNADEx
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| NADExCategory=Extrapolation2026.02 | 36.84 | 27.58 | 45.12 | 60.58 | |
| DiffuTKGCategory=Extrapolation, Year=20242026.02 | 35.65 | 27.19 | 44.04 | 59.55 | |
| THCNCategory=Extrapolation, Year=2024a2026.02 | 35.63 | 24.9 | 39.26 | 56.76 | |
| CognTKECategory=Extrapolation, Year=2025c2026.02 | 35.24 | 25.21 | 39.93 | 54.71 | |
| LogiQCategory=Extrapolation, Year=2025b2026.02 | 34.94 | 24.76 | 39.57 | 56.32 | |
| CRAFTCategory=Extrapolation, Year=20242026.02 | 34.21 | 23.96 | 38.53 | 54.11 | |
| HisMatchCategory=Extrapolation, Year=2022d2026.02 | 33.99 | 23.91 | 37.9 | 53.94 | |
| TiRGNCategory=Extrapolation, Year=2022b2026.02 | 33.66 | 23.19 | 37.99 | 54.22 | |
| RETIACategory=Extrapolation, Year=2023b2026.02 | 32.43 | 22.23 | 36.48 | 52.94 | |
| CENCategory=Extrapolation, Year=2022c2026.02 | 31.5 | 21.7 | 35.44 | 50.59 | |
| RE-GCNCategory=Extrapolation, Year=20212026.02 | 30.58 | 21.01 | 34.34 | 48.75 | |
| TITerCategory=Extrapolation, Year=20212026.02 | 29.98 | 22.05 | 33.46 | 44.83 | |
| RE-NETCategory=Extrapolation, Year=20202026.02 | 28.81 | 19.05 | 32.44 | 47.51 | |
| CENETCategory=Extrapolation, Year=20232026.02 | 27.85 | 18.15 | 31.63 | 46.98 | |
| CyGNetCategory=Extrapolation, Year=20212026.02 | 24.93 | 15.9 | 28.28 | 42.61 | |
| ConvECategory=Static, Year=20182026.02 | 24.51 | 16.23 | 29.25 | 44.51 | |
| DE-SimplECategory=Interpolation, Year=20202026.02 | 19.3 | 11.53 | 21.86 | 34.8 | |
| TA-DistMultCategory=Interpolation, Year=20182026.02 | 16.75 | 8.61 | 18.41 | 33.59 | |
| RotatECategory=Static, Year=20192026.02 | 12.78 | 4.01 | 14.89 | 31.91 | |
| DisMultCategory=Static, Year=20152026.02 | 11.51 | 7.03 | 12.87 | 20.86 | |
| TTransECategory=Interpolation, Year=20182026.02 | 8.31 | 1.92 | 8.56 | 21.89 |