WORTH Benchmark Uses Original Mystery Novels to Expose Models' Inconsistent Evidence Discovery

BreadStudio · hf · 2026-10-27

Bread Studio's WORTH Benchmark has models read unannotated original mystery novels written by professional authors, autonomously selecting key clue sentences, identifying suspects and explaining reasoning. Across 70 formal runs on two episodes, clue hits and suspect judgments proved desynchronized—in Episode 02, 31 of 37 scoreable runs simultaneously picked the same wrong set of participants.

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