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Link Prediction on ICEWS 14

62MRR

TNTComplEx

Updated 26d ago

Evaluation Results

Method
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
TeRoR 2026.06	57.2	48.2	62.6	74.1
TeRo 2022.03	56.2	46.8	62.1	73.2
TeRo 2026.06	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
ATiSE 2026.06	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
DE-SimplE 2026.06	52.6	41.8	59.2	72.5
TA 2020.04	48	-	-	-
HEDRA 2026.05	47.86	35.28	-	75.65
TA-DistMult 2022.03	47.7	36.3	-	68.6
TA-DistMult 2026.06	47.7	36.3	-	68.6
QuatE 2022.03	47.1	35.3	53	71.2
QuatE2 2026.06	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
ComplEx-N3 2026.06	46.7	34.7	52.7	71.6
CHE-TKG 2026.05	45.07	32.74	-	72.56
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
DistMult 2026.06	43.9	32.3	-	67.2
TLogic 2024.05	43.04	33.56	48.27	61.23
DECRL 2026.05	42.9	30.49	-	70.01
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
RotatE 2026.06	41.8	29.1	47.8	69
TITer 2024.05	41.73	32.76	46.46	58.44
DHyper 2026.05	41.71	29.37	-	69.32
TiRGN 2026.05	41.28	29.52	-	70.66
RE-GCN 2026.05	40.85	28.15	-	68.53
XERTE 2024.05	40.79	32.7	45.67	57.3
DACHA 2026.05	40.69	27.28	-	68.44
RE-NET 2024.05	39.86	30.11	44.02	58.21
GTRL 2026.05	38.57	27.36	-	66.35
RE-NET 2026.05	38.53	22.53	-	74.05
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
Glean 2026.05	36.07	22.17	-	64.75
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
HyTE 2026.06	29.7	10.8	41.6	65.5
EvoExplore 2026.05	28.11	13.97	-	57.67
R-GCN 2023.05	28.03	19.42	31.95	44.83
TransE 2022.03	28	9.4	-	63.7
TransE 2026.06	28	9.4	-	63.7
TA-TransE 2026.06	27.5	9.5	-	62.5
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
TTransE 2026.06	25.5	7.4	-	60.1
AdaTKG 2026.05	22.93	-	25.9	40.29
ComplEx 2023.05	22.61	9.88	28.93	47.57
TransFIR 2026.05	21.36	-	24.83	39.01
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