| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| ICEWS18 (test) | Hits@124.34 | 79 | 4d ago | ||
| ICEWS 18 | DREAM | Hits@100.627 | 60 | 4d ago | |
| ICEWS14 (test) | G2S | Hits@138.33 | 59 | 4d ago | |
| ICEWS 14 | DynaGen | Hits@167.97 | 48 | 4d ago | |
| ICEWS05-15 (test) | DiMNet | Hits@148.55 | 41 | 4d ago | |
| WIKI | LLM-Guided Knowledge Distillation | MRR0.4603 | 28 | 4d ago | |
| YAGO (test) | G2S | Hits@10.8788 | 27 | 4d ago | |
| GDELT | DGAR | MRR23.25 | 25 | 4d ago | |
| GDELT (test) | DiMNet | MRR21.93 | 20 | 4d ago | |
| YAGO | MetaTKGR | MRR0.356 | 20 | 4d ago | |
| ICEWS 18 (meta-test) | MetaTKGR | MRR0.34 | 19 | 4d ago | |
| WIKI (meta-test) | MRR33.5 | 19 | 4d ago | ||
| YAGO meta (test) | MetaTKGR | MRR0.37 | 19 | 4d ago | |
| ICEWS 05-15 | DGAR | MRR66.01 | 17 | 4d ago | |
| ICEWS14 50% training data (test) | G2S_SL(G) | Hits@136.01 | 9 | 4d ago | |
| ICEWS14 20% training data (test) | GenTKG | Hits@134.9 | 9 | 4d ago | |
| ICEWS14 5% (test) | G2S_SL(F) | Hits@10.3365 | 9 | 4d ago | |
| ICEWS18 1-shot (test) | MetaTKGR | MRR0.295 | 9 | 4d ago | |
| WIKI 1-shot (test) | MetaTKGR | MRR0.277 | 9 | 4d ago | |
| YAGO 1-shot (test) | MetaTKGR | MRR0.294 | 9 | 4d ago | |
| ICE 18 | DGAR | MRR36.53 | 6 | 4d ago | |
| ICE14 | DGAR | Current MRR58.59 | 6 | 4d ago |
