Reading Comprehension on SQuAD v1.1 (val)
41.6F1 ScoreBank of Values (BoV)
Evaluation results
| Method | Links | |
|---|---|---|
| Bank of Values (BoV)Output=Ev[i], Layers=last 1/3, Coeff.=γv, Model Scale=780M, Zero-shot=true2026.06 | 41.6 | |
| Standard AttentionOutput=V, Model Scale=780M, Zero-shot=true2026.06 | 39.6 | |
| x0WV variantOutput=x0WV, Layers=last 1/3, Coeff.=γv, Model Scale=780M, Zero-shot=true2026.06 | 39.6 | |
| V1 variant (last 1/3)Output=V1, Layers=last 1/3, Coeff.=γv, Model Scale=780M, Zero-shot=true2026.06 | 38 | |
| V1 variant (every layer)Output=V1, Layers=every, Coeff.=1, Model Scale=780M, Zero-shot=true2026.06 | 23 |