Masked Entity Prediction on ICEWS05-15 standard (test)
53.13MRRCognTKE
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| CognTKECategory=Extrapolation, Year=2025c2026.02 | 53.13 | 42.62 | 59.42 | 72.7 | |
| HisMatchCategory=Extrapolation, Year=2022d2026.02 | 52.85 | 42.01 | 59.05 | 73.28 | |
| NADExCategory=Extrapolation2026.02 | 52.17 | 43.38 | 60.75 | 71.93 | |
| THCNCategory=Extrapolation, Year=2024a2026.02 | 51.94 | 40.32 | 57.79 | 72.18 | |
| LogiQCategory=Extrapolation, Year=2025b2026.02 | 51.04 | 40.71 | 57.55 | 71 | |
| CRAFTCategory=Extrapolation, Year=20242026.02 | 50.14 | 39.56 | 56.18 | 70.09 | |
| TiRGNCategory=Extrapolation, Year=2022b2026.02 | 50.04 | 39.25 | 56.13 | 70.71 | |
| DiffuTKGCategory=Extrapolation, Year=20242026.02 | 48.97 | 39.8 | 56.92 | 69.84 | |
| RE-GCNCategory=Extrapolation, Year=20212026.02 | 48.03 | 37.33 | 53.85 | 68.27 | |
| TITerCategory=Extrapolation, Year=20212026.02 | 47.69 | 37.95 | 52.92 | 65.81 | |
| RETIACategory=Extrapolation, Year=2023b2026.02 | 47.26 | 36.64 | 52.9 | 67.76 | |
| CENCategory=Extrapolation, Year=2022c2026.02 | 46.84 | 36.38 | 52.45 | 67.01 | |
| RE-NETCategory=Extrapolation, Year=20202026.02 | 43.32 | 33.43 | 47.77 | 63.06 | |
| CENETCategory=Extrapolation, Year=20232026.02 | 41.95 | 32.17 | 46.93 | 60.43 | |
| CyGNetCategory=Extrapolation, Year=20212026.02 | 36.81 | 26.61 | 41.63 | 56.22 | |
| DE-SimplECategory=Interpolation, Year=20202026.02 | 35.02 | 25.91 | 38.99 | 52.75 | |
| ConvECategory=Static, Year=20182026.02 | 33.81 | 24.78 | 39 | 54.95 | |
| RotatECategory=Static, Year=20192026.02 | 24.71 | 13.22 | 29.04 | 48.16 | |
| TA-DistMultCategory=Interpolation, Year=20182026.02 | 24.31 | 14.58 | 27.92 | 44.21 | |
| DisMultCategory=Static, Year=20152026.02 | 17.95 | 13.12 | 20.71 | 29.32 | |
| TTransECategory=Interpolation, Year=20182026.02 | 15.57 | 4.8 | 19.24 | 38.29 |