Link Prediction on GDELT (Emerging)
11.29Hits@3AdaTKG
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| AdaTKG2026.05 | 11.29 | 10.51 | 23.01 | |
| AdaTKGMethod category=Ours2026.05 | 11.29 | 10.51 | 23.01 | |
| TransFIR2026.05 | 9.94 | 10.13 | 21.31 | |
| TransFIRMethod category=Static inductive2026.05 | 9.94 | 10.13 | 21.31 | |
| CompGCNMethod category=Static inductive2026.05 | 7.91 | 4.72 | 9.34 | |
| TLogicMethod category=Path-based2026.05 | 7.49 | 7.33 | 11.31 | |
| HisResMethod category=Graph-based2026.05 | 7.37 | 4.16 | 9.32 | |
| GenTKGMethod category=Path-based2026.05 | 7.34 | — | 10.13 | |
| LogCLMethod category=Graph-based2026.05 | 4.79 | 4.73 | 9.73 | |
| MGESLMethod category=Graph-based2026.05 | 4.71 | 5.16 | 8.15 | |
| InGramMethod category=Static inductive2026.05 | 4.3 | 4.71 | 8.47 | |
| PPTMethod category=Static inductive2026.05 | 4.25 | 4.06 | 7.64 | |
| ECEformerMethod category=Path-based2026.05 | 4.1 | 4.26 | 8.72 | |
| ICLMethod category=Static inductive2026.05 | 3.26 | 2.77 | 3.62 | |
| MLEMKDMethod category=Graph-based2026.05 | 2.15 | 2.29 | 4.36 | |
| RE-GCNMethod category=Graph-based2026.05 | 2.09 | 2.22 | 3.93 | |
| HiSMatchMethod category=Graph-based2026.05 | 1.41 | 1.59 | 2.7 | |
| MorsEMethod category=Static inductive2026.05 | 0.4 | 0.39 | 1.52 | |
| CyGNetMethod category=Graph-based2026.05 | 0.31 | 0.67 | 1.47 | |
| TILPMethod category=Path-based2026.05 | 0.25 | 0.53 | 0.84 |