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Benchmarks
Temporal Knowledge Graph entity extrapolation on ICEWS 2018 (test)
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60.95
Hits@10
CHE-TKG
41.346
46.4355
51.525
56.6145
May 6, 2026
Hits@10
MRR
Hits@1
Updated 27d ago
Evaluation Results
Method
Method
Links
Hits@10
MRR
Hits@1
CHE-TKG
Type=Dual-views
2026.05
60.95
38.77
27.58
AnRe
Type=LLM-based
2026.05
56.7
35.5
26
MESH
Type=LLM-based
2026.05
54.12
33.96
-
TempValid
Type=Path-based
2026.05
52.33
33.5
23.91
INFER
Type=Path-based
2026.05
51.52
32.22
22.39
TR-Rules
Type=Path-based
2026.05
48.92
30.41
21.1
TLogic
Type=Path-based
2026.05
48.53
29.82
20.54
GenTKG
Type=LLM-based
2026.05
42.1
-
24.25
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