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Fact Memorization on Wikipedia corpus annotated (train)

929.25Fact AccuracyLossH-Wiki
587.402676.151764.9853.649Apr 9, 2026

Evaluation results

MethodLinks
LossH-Wikialpha (α)=0.2, Model size=110m2026.04929.25
LossH-Wikialpha (α)=0.3, Model size=110m2026.04914.87
LossH-Wikialpha (α)=0.4, Model size=110m2026.04880.15
LossH-Wikialpha (α)=0.5, Model size=110m2026.04851.69
LossH-Wikialpha (α)=0.1, Model size=110m2026.04835.81
LossH-Wikialpha (α)=0.6, Model size=110m2026.04829.15
LossH-Wikialpha (α)=0.7, Model size=110m2026.04790.76
LossH-Wikialpha (α)=0.8, Model size=110m2026.04763.6
LossH-Wikialpha (α)=0.9, Model size=110m2026.04733.23
Random Baselinealpha (α)=1.0, Model size=110m2026.04696.11
LossH-Wikialpha (α)=1.0, Model size=110m2026.04696.11
Random Baselinealpha (α)=0.9, Model size=110m2026.04690.86
Random Baselinealpha (α)=0.8, Model size=110m2026.04687.72
Random Baselinealpha (α)=0.6, Model size=110m2026.04687.23
Random Baselinealpha (α)=0.7, Model size=110m2026.04685.46
Random Baselinealpha (α)=0.5, Model size=110m2026.04676.29
Random Baselinealpha (α)=0.4, Model size=110m2026.04666.84
Random Baselinealpha (α)=0.3, Model size=110m2026.04657.25
Random Baselinealpha (α)=0.2, Model size=110m2026.04647.33
Random Baselinealpha (α)=0.1, Model size=110m2026.04600.55