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Conversational Question Answering on CoQA (val)

32.1F1 ScoreBank of Values (BoV)
22.53225.01627.529.984Jun 1, 2026

Evaluation results

MethodLinks
Bank of Values (BoV)Output=Ev[i], Layers=last 1/3, Coeff.=γv, Model Scale=780M, Zero-shot=true2026.0632.1
V1 variant (last 1/3)Output=V1, Layers=last 1/3, Coeff.=γv, Model Scale=780M, Zero-shot=true2026.0629.8
x0WV variantOutput=x0WV, Layers=last 1/3, Coeff.=γv, Model Scale=780M, Zero-shot=true2026.0629.7
Standard AttentionOutput=V, Model Scale=780M, Zero-shot=true2026.0629.1
V1 variant (every layer)Output=V1, Layers=every, Coeff.=1, Model Scale=780M, Zero-shot=true2026.0622.9