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Temporal Knowledge Graph Completion on ICEWS05-15 v1 (test)

71.3MRR

SPA

Updated 4d ago

Evaluation Results

Method	Links
SPA 2022.10		71.3	58	82	93.3
Random 2022.10		70.1	58	78.8	91.7
TeMP-GRU 2022.10		69.1	56.6	78.2	91.7
TeMP-SA 2022.10		68	55.3	76.9	91.3
TeLM 2022.10		67.8	59.9	72.8	82.3
ChronoR 2022.10		67.5	59.6	72.3	82
TNTComplEx 2022.10		67	59	71	81
T-GAP 2022.10		67	56.8	74.3	84.5
BoxTE 2022.10		66.7	58.2	71.9	82
TIMEPLEX 2022.10		64	54.5	-	81.8
DE-SimplE 2022.10		51.3	39.2	57.8	74.8
SimplE 2022.10		47.8	35.9	53.9	70.8
TA-DistMult 2022.10		47.4	34.6	-	72.8
ComplEx 2022.10		46.4	34.7	52.4	69.6
DistMult 2022.10		45.7	33.8	51.5	69.1
TransE 2022.10		33	15.2	44	66
HyTE 2022.10		31.6	11.6	44.5	68.1
TTransE 2022.10		27.1	8.4	-	61.6