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ResearchFormerly WizWand

Entity Prediction on WD50K

0.419MRRKREPE
0.342040.362020.3820.40198May 22, 2026
Updated 5mo ago

Evaluation results

MethodLinks
KREPEPrediction Scope=All positions including qualifiers (All)2026.050.4190.580.334
MAYPLPrediction Scope=All positions including qualifiers (All)2026.050.4110.5720.326
HDiffPrediction Scope=All positions including qualifiers (All)2026.050.4050.5460.325
HAHEPrediction Scope=All positions including qualifiers (All)2026.050.4020.5460.327
KREPEPrediction Scope=Primary triplets (Pri)2026.050.3890.5520.303
HyNTPrediction Scope=All positions including qualifiers (All)2026.050.3830.5270.308
MAYPLPrediction Scope=Primary triplets (Pri)2026.050.3810.5440.297
FormerGNNPrediction Scope=Primary triplets (Pri)2026.050.3770.5270.299
HDiffPrediction Scope=Primary triplets (Pri)2026.050.3730.5120.292
HAHEPrediction Scope=Primary triplets (Pri)2026.050.3680.5160.291
HyperFormerPrediction Scope=Primary triplets (Pri)2026.050.3660.5140.288
HyNTPrediction Scope=Primary triplets (Pri)2026.050.3570.5010.281
Hy-TransformerPrediction Scope=Primary triplets (Pri)2026.050.3560.4980.281
StarEPrediction Scope=Primary triplets (Pri)2026.050.3490.4960.271
ShrinkEPrediction Scope=Primary triplets (Pri)2026.050.3450.4820.275