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Link Prediction on ICEWS 14

62MRR

TNTComplEx

Updated 4d ago

Evaluation Results

Method	Links
TNTComplEx 2020.04		62	-	-	-
TComplEx 2020.04		61	-	-	-
RotateQVS 2022.03		59.1	50.7	64.2	75.4
RotateQVS 2022.03		57.5	48.9	62.5	73.7
TeRo 2022.03		56.2	46.8	62.1	73.2
TComplEx 2020.04		56	-	-	-
TNTComplEx 2020.04		56	-	-	-
ATISE 2022.03		55	43.6	62.9	75
TeRo 2022.03		53.4	43.2	59.6	72.2
DE-SimplE 2020.04		53	-	-	-
DE-SimplE 2022.03		52.6	41.8	59.2	72.5
TA 2020.04		48	-	-	-
TA-DistMult 2022.03		47.7	36.3	-	68.6
QuatE 2022.03		47.1	35.3	53	71.2
ComplEx 2020.04		47	-	-	-
ComplEx 2020.04		47	-	-	-
TPAR 2024.05		46.89	36.88	52.28	65.89
RPC 2024.05		44.55	34.87	49.8	65.08
TIRGN 2024.05		44.04	33.83	48.95	63.84
DistMult 2022.03		43.9	32.3	-	67.2
TLogic 2024.05		43.04	33.56	48.27	61.23
CEN 2024.05		42.2	32.08	47.46	61.31
RE-GCN 2024.05		42	31.63	47.2	61.65
RotatE 2022.03		41.8	29.1	47.8	69
TITer 2024.05		41.73	32.76	46.46	58.44
XERTE 2024.05		40.79	32.7	45.67	57.3
RE-NET 2024.05		39.86	30.11	44.02	58.21
PPT 2023.05		38.42	28.94	42.5	57.01
PPT w/o prompts 2023.05		38.24	28.52	42.4	57.31
RE-GCN 2023.05		37.78	27.17	42.5	58.84
CyGNeT 2024.05		37.65	27.43	42.63	57.9
PPT rand prompts 2023.05		36.84	26.89	41.41	55.73
RE-NET 2023.05		35.77	25.99	40.1	54.87
CyGNet 2023.05		35.45	26.05	39.91	53.2
RGCRN 2023.05		33.31	24.08	36.55	51.54
ConvTransE 2023.05		31.5	22.46	34.98	50.03
ConvE 2023.05		30.3	21.3	34.42	47.89
HyTE 2022.03		29.7	10.8	41.6	65.5
R-GCN 2023.05		28.03	19.42	31.95	44.83
TransE 2022.03		28	9.4	-	63.7
TA-DistMult 2023.05		26.22	16.83	29.72	45.23
RotatE 2023.05		25.71	16.41	29.01	45.16
TTransE 2022.03		25.5	7.4	-	60.1
ComplEx 2023.05		22.61	9.88	28.93	47.57
DistMult 2023.05		20.32	6.13	27.59	46.61
HyTE 2023.05		16.78	2.13	24.84	43.94
TTransE 2023.05		12.86	3.14	15.72	33.65