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Temporal Knowledge Graph Reasoning on ICEWS05-15 (test)

48.55Hits@1

DiMNet

Updated 4d ago

Evaluation Results

Method	Links
DiMNet 2025.05		48.55	58.93	65.16	78.33
L2TKG 2025.05		41.86	-	-	80.69
G2S 2025.05		41.39	-	58.15	73.34
RPC 2025.05		39.47	-	57.11	71.75
IGETR 2026.01		39.3	-	55.2	68.3
RiRGN 2025.05		39.07	-	55.75	70.11
CENET 2025.05		38.14	-	49.89	62.53
TITer 2025.05		37.95	47.69	52.92	65.81
xERTE 2025.05		37.84	46.62	52.31	63.92
RE-GCN 2025.05		37.33	48.03	53.85	68.27
Vicuna-7b 2026.01		37.2	-	53.1	70.1
Llama-2-7b 2026.01		37	-	53.1	69.9
CaORG 2026.01		36.4	-	54.1	67.8
CEN 2025.05		36.38	46.84	52.45	67.01
TiPNN 2025.05		36.27	45.35	50.58	62.16
GenTKG 2026.01		36	-	52.5	68.7
GPT-NeoX-20B 2026.01		36	-	49.7	58.6
TiRGN 2026.01		35.8	-	53.5	69
DaeMon 2025.05		35.55	44.5	49.64	60.75
Llama-2-7b 2026.01		35.3	-	49	56.3
HGLS 2026.01		35.1	-	52.1	67.3
xERTE 2026.01		34.7	-	49.7	63.3
Vicuna-7b 2026.01		34.7	-	48.3	56.3
TLogic 2026.01		34.5	-	52.5	67.3
RETIA 2025.05		34.02	-	49.64	64.42
RE-GCN 2026.01		33.6	-	48.7	65.8
RE-NET 2025.05		33.43	43.32	47.77	63.06
RE-NET 2026.01		33.4	-	47.8	61.1
TANGO-Tucker 2025.05		32.72	42.86	48.14	62.34
TANGO-DistMult 2025.05		31.23	40.71	45.33	58.95
TANGO 2026.01		31.1	-	47.6	62.2
GHT 2025.05		29.99	40.31	45.04	60.51
CyGNet 2025.05		26.61	36.81	41.63	56.22
DE-SimplE 2025.05		25.91	35.02	38.99	52.75
ConvE 2025.05		24.78	33.81	39	54.95
ComplEx 2025.05		24.01	32.63	37.5	52.81
TA-DistMult 2025.05		14.58	24.31	27.92	44.21
RotatE 2025.05		13.22	24.71	29.04	48.16
DistMult 2025.05		13.12	17.95	20.71	29.32
TNTComplEx 2025.05		9.52	27.54	30.8	42.86
TTransE 2025.05		4.8	15.57	19.24	38.29