Polymorphic Sybil RAG (Clean): leaderboard

Metric: Gold retention (%; share of the 2,982 released HotpotQA and Natural Questions items; few-shot prompt shared byte-identically across readers, temperature 0, E5+cross-encoder retrieval, strict exact match against the canonicalized gold and target answer sets whose answer is the gold answer; no poisoned passages in the corpus). Source: arxiv.org. Saturation forecast: Around December 2026. 5 models tracked.

Top models

#ModelScore
1GPT-4o Mini41.9

Interactive version: theaggregate.ai/benchmark?slug=polymorphic-sybil-rag-clean · How It Works · Data refreshed daily, snapshot 2026-09-29.