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Aggregate Evaluation on DCLM CORE (val)

27.2COREBank of Values (BoV)
20.75222.42624.125.774Jun 1, 2026

Evaluation results

MethodLinks
Bank of Values (BoV)Output=Ev[i], Layers=last 1/3, Coeff.=γv, Model Scale=780M, Zero-shot=true2026.0627.2
Standard AttentionOutput=V, Model Scale=780M, Zero-shot=true2026.0626
x0WV variantOutput=x0WV, Layers=last 1/3, Coeff.=γv, Model Scale=780M, Zero-shot=true2026.0625.9
V1 variant (last 1/3)Output=V1, Layers=last 1/3, Coeff.=γv, Model Scale=780M, Zero-shot=true2026.0624.2
V1 variant (every layer)Output=V1, Layers=every, Coeff.=1, Model Scale=780M, Zero-shot=true2026.0621