MetaSyn (One-Pass RAG, MA-Retriever) - Inclusion F1: leaderboard
Metric: Included-study F1 (%; articles the report includes against the source review's included-study list, macro-averaged over 86 test meta-analyses; one LLM call over a fixed top-200 MA-Retriever pool). Source: arxiv.org. Saturation forecast: Around December 2026. 3 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | GLM-5.1 | 56 |
| 2 | GPT-5.4 | 55.8 |
| 3 | DeepSeek V4 Pro | 54.5 |
Interactive version: theaggregate.ai/benchmark?slug=metasyn-one-pass-rag-ma-retriever-inclusion-f1 · How It Works · Data refreshed daily, snapshot 2026-09-26.