Unseen event prediction on ICEWS14 (test)
0.4903MRRNADEx
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| NADExCategory=Extrapolation2026.02 | 0.4903 | 0.3945 | 0.5748 | 0.7055 | |
| DiffuTKGCategory=Extrapolation, Year=20242026.02 | 0.4758 | 0.3638 | 0.5341 | 0.6601 | |
| HisMatchCategory=Extrapolation, Year=2022d2026.02 | 0.4642 | 0.3591 | 0.5163 | 0.6684 | |
| CognTKECategory=Extrapolation, Year=2025c2026.02 | 0.4606 | 0.3649 | 0.5111 | 0.6449 | |
| CRAFTCategory=Extrapolation, Year=20242026.02 | 0.4571 | 0.3505 | 0.5183 | 0.6521 | |
| THCNCategory=Extrapolation, Year=2024a2026.02 | 0.4539 | 0.3658 | 0.5084 | 0.6607 | |
| LogiQCategory=Extrapolation, Year=2025b2026.02 | 0.4471 | 0.3572 | 0.5103 | 0.6421 | |
| TiRGNCategory=Extrapolation, Year=2022b2026.02 | 0.4404 | 0.3383 | 0.4895 | 0.6384 | |
| RETIACategory=Extrapolation, Year=2023b2026.02 | 0.4276 | 0.3228 | 0.4777 | 0.6275 | |
| CENCategory=Extrapolation, Year=2022c2026.02 | 0.422 | 0.3208 | 0.4746 | 0.6131 | |
| TITerCategory=Extrapolation, Year=20212026.02 | 0.4173 | 0.3274 | 0.4646 | 0.5844 | |
| RE-GCNCategory=Extrapolation, Year=20212026.02 | 0.4039 | 0.3066 | 0.4496 | 0.5921 | |
| CENETCategory=Extrapolation, Year=20232026.02 | 0.3902 | 0.2962 | 0.4323 | 0.5749 | |
| RE-NETCategory=Extrapolation, Year=20202026.02 | 0.3693 | 0.2683 | 0.3951 | 0.5478 | |
| ConvECategory=Static, Year=20182026.02 | 0.3509 | 0.2523 | 0.3938 | 0.5468 | |
| CyGNetCategory=Extrapolation, Year=20212026.02 | 0.3505 | 0.2573 | 0.3901 | 0.5355 | |
| DE-SimplECategory=Interpolation, Year=20202026.02 | 0.3336 | 0.2485 | 0.3715 | 0.4892 | |
| NADEx2026.02 | 0.3085 | 0.2008 | — | — | |
| LogCL2026.02 | 0.2919 | 0.1872 | — | — | |
| HisMatch2026.02 | 0.2749 | 0.1904 | — | — | |
| TA-DistMultCategory=Interpolation, Year=20182026.02 | 0.258 | 0.1694 | 0.2974 | 0.4299 | |
| DiffuTKG2026.02 | 0.2522 | 0.1523 | — | — | |
| RETIA2026.02 | 0.2417 | 0.1467 | — | — | |
| RE-GCN2026.02 | 0.2326 | 0.1391 | — | — | |
| CEN2026.02 | 0.2206 | 0.1328 | — | — | |
| RotatECategory=Static, Year=20192026.02 | 0.2131 | 0.1026 | 0.2435 | 0.4475 | |
| DisMultCategory=Static, Year=20152026.02 | 0.1544 | 0.1091 | 0.1724 | 0.2392 | |
| TTransECategory=Interpolation, Year=20182026.02 | 0.1372 | 0.0298 | 0.177 | 0.3574 |