ResearchTasksTemporal Knowledge Graph Entity ExtrapolationTemporal Knowledge Graph Entity ExtrapolationFollowBenchmarksDatasetSOTA methodSortMost resultsRecently updatedMost papersApplyDatasetSOTA methodMetricTrendResultsLast updatedICEWS long-term 05-15 (test)CID-TKG60.44MRR25May 7, 2026ICEWS14s (test)CID-TKG41.49Hits@125May 7, 2026ICEWS 18 short (test)CID-TKG27.66Hits@117Apr 14, 2026GDELT large-scale (test)CID-TKG27.41MRR13Apr 14, 2026ICEWS 2018 (test)CHE-TKG60.95Hits@108May 7, 2026