SelfCheckGPT — leaderboard
Black-box hallucination detection benchmark/method using repeated samples from the same model. Inconsistent sampled claims are treated as signals of possible factual fabrication.
Source: arxiv.org.
Interactive version: theaggregate.ai/benchmark?slug=selfcheckgpt · How the rankings work · Data refreshed daily, snapshot 2026-07-22.