Polymorphic Sybil RAG: 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; Forced Exposure: the six sybil passages placed at fixed top-10 positions beside gold-supporting passages). Source: arxiv.org. Saturation forecast: Around October 2027. 5 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | GPT-4o Mini | 13.9 |
Interactive version: theaggregate.ai/benchmark?slug=polymorphic-sybil-rag · How It Works · Data refreshed daily, snapshot 2026-09-29.