Best-of-Evidence: Best-of-N Selection under Partial Verification

Cenwei Zhang, Teng Fang, Yuxia Wang +3

BoN improves model outputs by sampling several candidates and selecting one with a proxy score, but it assumes that complete candidates can be evaluated reliably. Many vision-langu…