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Link Prediction on WN18RR

78.6Hits@10

LASS

Updated 20h ago

Evaluation Results

Method
LASS 2022.09	78.6	35	-	-	-	-
LASS 2022.09	76.9	41	-	-	-	-
LP-BERT 2022.01	75.2	92	0.482	34.3	56.3	-
KGLM_GR 2022.11	74.1	40.18	0.467	33	53.8	-
LASS 2022.09	73.7	53	-	-	-	-
StAR 2022.09	73.2	46	-	-	-	-
StAR 2022.10	73.2	46	-	-	-	-
KGLM_Base 2022.11	73	47.97	0.445	30.5	51.8	-
LASS 2022.09	72.5	55	-	-	-	-
StAR 2022.01	70.9	51	0.401	24.3	49.1	-
StAR 2022.11	70.9	51	0.401	24.3	49.1	-
StAR 2022.05	70.9	-	0.401	24.3	-	-
GMT 2025.10	70.3	-	0.621	56.9	66.7	-
KG-FIT 2025.10	69.5	-	0.553	48.8	59.5	-
PALT_LARGE 2022.10	69.3	61	-	-	-	-
GLTW7b 2025.10	69	-	0.593	55.6	64.9	-
PALT_BASE 2022.10	67.9	62	-	-	-	-
MA-GNN 2025.10	67.9	-	0.565	50.7	59.2	-
SSQR-LLaMA2 2025.10	67.3	-	0.591	54.8	61.8	-
AdaProp 2025.10	67.1	-	0.562	49.9	-	-
CSProm-KG-CD 2025.10	66	-	0.559	50.8	57.8	-
DiffusionE 2025.10	65.8	-	0.557	50.4	-	-
MKGL 2025.10	65.6	-	0.552	50	57.7	-
KICGPT 2025.10	64.1	-	0.549	47.4	58.5	-
KrausKGE 2026.05	62.5	-	53.4	48.8	55.1	-
KrausKGE 2026.05	62.2	-	53.7	48.6	55.4	-
GoldE 2026.05	61.5	-	52.5	47.6	54.2	-
RotatE 2024.07	61.2	-	0.508	-	-	-
KrausKGE 2026.05	60.8	-	51.8	46.9	53.6	-
TransERR 2023.06	60.5	1,167	0.501	0.45	0.52	-
GAATS 2022.09	60.4	1,270	-	-	-	-
GAATS 2022.10	60.4	1,270	-	-	-	-
GAAT 2022.11	60.4	1,270	0.467	42.4	52.5	-
RelEns-DSC 2023.10	60.39	-	0.5201	47.7	53.75	-
HousE 2023.10	60.23	-	0.5103	46.44	52.58	-
SimpleEns 2023.10	60.21	-	0.5121	46.7	52.89	-
ExpressivE 2026.05	59.7	-	0.508	46.4	52.2	-
Relphormer 2022.05	59.1	-	0.495	44.8	-	-
QuatDE 2022.01	58.6	1,977	0.489	43.8	50.9	-
RotH 2022.09	58.6	-	0.496	44.9	0.514	-
QuatDE 2022.11	58.6	1,977	0.489	43.8	50.9	-
RotH 2026.05	58.6	-	49.6	44.9	51.4	-
RotE 2023.09	58.5	-	0.494	44.6	-	-
HousE 2026.05	58.5	-	49.6	45.2	51.1	-
GC-OTE 2022.09	58.3	-	0.491	44.2	0.511	-
QuatE 2019.04	58.2	2,314	0.488	0.438	0.508	-
HAKE 2022.01	58.2	-	0.497	45.2	51.6	-
HAKE 2022.09	58.2	-	-	-	-	-
QuatE 2022.09	58.2	-	0.488	43.8	0.508	-
HAKE 2022.10	58.2	-	-	-	-	-
QuatE 2023.09	58.2	-	0.488	43.8	-	-
HAKE 2026.05	58.2	-	0.497	45.2	51.6	-
KBGAT 2022.09	58.1	1,940	-	-	-	-
KBGAT 2022.10	58.1	1,940	-	-	-	-
ComplEx-N3-RP 2022.09	58	-	-	-	-	-
RotatE 2023.10	57.99	-	0.4772	42.36	49.82	-
ConE 2022.01	57.9	-	0.496	45.3	51.5	-
DensE 2022.01	57.9	3,052	0.491	44.3	50.8	-
HittER 2022.05	57.9	-	0.485	43.6	-	-
Rotat3D 2023.06	57.9	3,328	0.489	0.442	0.505	-
LineaRE 2022.01	57.8	1,644	0.495	45.3	50.9	-
LineaRE 2022.11	57.8	1,644	0.495	45.3	50.9	-
Rot-Pro 2022.01	57.7	-	0.457	39.7	48.2	-
RESCAL-DURA 2022.01	57.7	-	0.498	45.5	-	-
MEIM 2022.09	57.7	-	0.499	45.8	0.518	-
CompGCN 2023.10	57.65	-	0.4609	42.85	46.98	-
RESCAL 2023.09	57.5	-	0.495	45.2	-	-
CORE 2026.05	57.5	-	0.498	47	50.2	-
TCRA 2025.10	57.4	-	0.496	45.7	51.1	-
AttH 2022.01	57.3	-	0.486	44.3	49.9	-
AttH 2026.05	57.3	-	48.6	44.3	49.9	-
QuatE 2019.04	57.2	-	0.482	0.436	0.499	-
ComplEx-N3 2022.09	57.2	-	0.48	43.5	0.495	-
RotatE 2019.02	57.1	3,340	0.476	0.428	0.492	-
a-RotatE 2019.04	57.1	3,340	0.476	0.428	0.492	-
RotatE 2020.10	57.1	-	0.476	42.8	49.2	-
RotatE 2022.01	57.1	3,340	0.476	42.8	49.2	-
RotatE 2022.09	57.1	3,340	-	-	-	-
ComplEx-DURA 2022.09	57.1	-	-	-	-	-
RotatE500x2 2020.06	57.1	-	0.476	42.8	49.2	-
RotatE 2022.09	57.1	-	0.476	42.8	0.492	-
RotatE 2022.10	57.1	3,340	-	-	-	-
ComplEx-DURA 2022.10	57.1	-	-	-	-	-
RotatE 2022.11	57.1	3,340	0.476	42.8	49.2	-
RotatE 2023.09	57.1	-	0.476	42.8	-	-
ComplEx 2023.09	57.1	-	0.487	44.5	-	-
UniBi-O(3) 2023.09	57.1	-	0.492	45.2	-	-
RotatE 2022.05	57.1	-	0.476	42.8	-	-
RotatE 2023.06	57.1	3,340	0.476	0.428	0.492	-
RotatE 2026.05	57.1	-	47.6	42.8	49.2	-
RotatE 2026.05	57.1	-	0.476	42.8	49.2	-
UniBi-O(2) 2023.09	56.8	-	0.488	44.7	-	-
RefH 2026.05	56.8	-	46.1	40.4	48.5	-
UniBi-O(3) 2023.09	56.7	-	0.488	44.6	-	-
MuRP 2019.05	56.6	-	0.481	0.44	0.495	-
MurP 2023.09	56.6	-	0.481	44	-	-
UniBi-O(2) 2023.09	56.6	-	0.487	44.6	-	-
MuRP 2026.05	56.6	-	48.1	44	49.5	-
RotatE 2019.04	56.5	3,277	0.47	0.422	0.488	-
QuatE 2019.04	56.4	3,472	0.481	0.436	0.5	-

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