Entity Prediction on WikiPeople (all entities) benchmark leaderboard · SOTA2 Research

Entity Prediction on WikiPeople (all entities)

62MRRMSeaHKG

Evaluation Results

Method	Links
MSeaHKG2023.05		62	0.479	0.41
KREPE2026.05		52.2	43.9	66.6
MAYPL2026.05		52.1	44.6	65.9
MAYPL2026.05		51.9	44.4	65.7
KREPE2026.05		51.9	43.7	66.3
HDiff2026.05		51.2	44.7	64.2
HAHE2026.05		50.9	44.7	63.9
GRAN2026.05		50.3	43.8	62
HDiff2026.05		50.2	43	63.9
Hy-Transformer2026.05		50.1	42.6	63.4
HAHE2023.05		49.5	0.42	0.631
HAHE2026.05		49.5	42	63.1
FormerGNN2026.05		49.4	39.2	65.3
StarE2026.05		49.1	39.8	64.8
KREPE2026.05		49.1	40.6	64.2
MAYPL2026.05		48.8	40.5	63.5
HAHE2023.05		48.7	0.405	0.611
ShrinkE2026.05		48.5	43.1	60.1
HAHE2023.05		48.3	0.407	0.612
HAHE2023.05		48.3	0.407	0.612
GRAN2023.05		47.9	0.41	0.631
HyperFormer2026.05		47.3	36.1	64.6
HySAE2026.05		45.4	37.3	60.3
HJE2026.05		45	37.5	58.2
HyCubE2026.05		44.8	36.8	59.2
PolygonE2026.05		43.1	33.4	56.8
HCNet2026.05		42.1	34.4	56.5
GAHE2026.05		41.5	32	56.2
MSeaKG2026.05		39.2	29	55.3
RAM2026.05		38	27.9	53.9
StarE2023.05		37.8	0.265	0.542
S2S2026.05		37.2	27.7	53.3
HyConvE2026.05		36.2	27.5	50.1
HINGE2023.05		35	0.282	0.467
NeuInfer2026.05		35	28.2	46.7
tNaLP2026.05		35	28.8	47.1
NaLP2023.05		33.8	0.272	0.466
NaLP2026.05		33.8	27.2	46.6
NeuInfer2023.05		33.3	0.259	0.477
RAE2023.05		30.6	0.172	0.32
m-TransH2023.05		30.2	—	—
HypE2026.05		28.2	14.8	48.7
RAE2026.05		17.2	10.2	32