Masked Entity Prediction on GDELT standard (test)
0.2378MRRCRAFT
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| CRAFTCategory=Extrapolation, Year=20242026.02 | 0.2378 | 0.1538 | 0.2623 | 0.4015 | |
| NADExCategory=Extrapolation2026.02 | 0.2367 | 0.161 | 0.2835 | 0.4305 | |
| THCNCategory=Extrapolation, Year=2024a2026.02 | 0.2346 | 0.1518 | 0.2521 | 0.3903 | |
| HisMatchCategory=Extrapolation, Year=2022d2026.02 | 0.2201 | 0.1445 | 0.238 | 0.3661 | |
| DiffuTKGCategory=Extrapolation, Year=20242026.02 | 0.2187 | 0.1443 | 0.2368 | 0.3605 | |
| TiRGNCategory=Extrapolation, Year=2022b2026.02 | 0.2167 | 0.1363 | 0.2327 | 0.376 | |
| CENCategory=Extrapolation, Year=2022c2026.02 | 0.2039 | 0.1296 | 0.2177 | 0.3497 | |
| CENETCategory=Extrapolation, Year=20232026.02 | 0.2023 | 0.1269 | 0.217 | 0.3492 | |
| RETIACategory=Extrapolation, Year=2023b2026.02 | 0.2012 | 0.1276 | 0.2145 | 0.3449 | |
| DE-SimplECategory=Interpolation, Year=20202026.02 | 0.197 | 0.1222 | 0.2139 | 0.337 | |
| RE-GCNCategory=Extrapolation, Year=20212026.02 | 0.1964 | 0.1242 | 0.209 | 0.3369 | |
| RE-NETCategory=Extrapolation, Year=20202026.02 | 0.1962 | 0.1242 | 0.21 | 0.3401 | |
| CyGNetCategory=Extrapolation, Year=20212026.02 | 0.1848 | 0.1152 | 0.1957 | 0.3198 | |
| ConvECategory=Static, Year=20182026.02 | 0.1655 | 0.1102 | 0.1888 | 0.316 | |
| TITerCategory=Extrapolation, Year=20212026.02 | 0.1546 | 0.1098 | 0.1561 | 0.2431 | |
| RotatECategory=Static, Year=20192026.02 | 0.1345 | 0.0695 | 0.1409 | 0.2599 | |
| TA-DistMultCategory=Interpolation, Year=20182026.02 | 0.12 | 0.0576 | 0.1294 | 0.2354 | |
| DisMultCategory=Static, Year=20152026.02 | 0.0868 | 0.0558 | 0.0996 | 0.1713 | |
| TTransECategory=Interpolation, Year=20182026.02 | 0.055 | 0.0047 | 0.0494 | 0.1525 |