Reference-free LLM judge scores failed to select better table-extraction outputs over eight regeneration iterations on FinTabNet and OmniDocBench; keeping the first output was safest.
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LLM-as-a-Judge Scores Are Unreliable Optimization Signals in Closed-Loop Table Recognition
Reference-free LLM judge scores failed to select better table-extraction outputs over eight regeneration iterations on FinTabNet and OmniDocBench; keeping the first output was safest.