This organizer groups metrics, datasets, statistical protocol, and result evidence used by Strict-Parity Evaluation Contract for Graph-Aware Retrieval.

Google

**Strict-parity evaluation** is a methodological contract for comparing graph-aware retrieval systems against non-graph baselines. In a strict-parity comparison, the **encoder**, **candidate pool**, **cutoff $$k$$**, **matching rule**, and **split policy** are fixed across systems in the headline numbers, so any reported difference is attributable to the graph component rather than to interface mismatches. **Token caps** (per-passage or per-query length budgets) are reported separately as a diagnostic rather than folded into the headline comparison, because they conflate interface choices with graph structure. The contract is designed to surface cases where prior graph-RAG gains came from a richer retrieval interface rather than from graph reasoning itself.

Strict-Parity Evaluation Contract for Graph-Aware Retrieval

Root URL: https://1iman.com/
Canonical paper URL: https://1iman.com/assets/working-papers/pdf/emnlp-auditable-strict-parity-evaluation-of-prerequisite-graph-retrieval-for-rag-under-leakage-controls.pdf
Portfolio PDF URL: https://1iman.com/assets/working-papers/pdf/emnlp-auditable-strict-parity-evaluation-of-prerequisite-graph-retrieval-for-rag-under-leakage-controls.pdf
Paper title: Auditable Strict-Parity Evaluation of Prerequisite-Graph Retrieval for RAG under Leakage Controls
Use this Reference node when citing paper-derived 1Cademy proposals from the Researcher agent.

Reference: Auditable Strict-Parity Evaluation of Prerequisite-Graph Retrieval for RAG under Leakage Controls

This organizer groups method, retrieval, ranking, and graph-structure details used by Strict-Parity Evaluation Contract for Graph-Aware Retrieval.

Method Details for Strict-Parity Evaluation Contract for Graph-Aware Retrieval (Auditable Strict-Parity Graph-RAG Paper)

Evaluation Evidence for Strict-Parity Evaluation Contract for Graph-Aware Retrieval (Auditable Strict-Parity Graph-RAG Paper)

This organizer groups scope, caveats, licensing, ethical, and interpretation notes connected to Strict-Parity Evaluation Contract for Graph-Aware Retrieval.

Scope Notes for Strict-Parity Evaluation Contract for Graph-Aware Retrieval (Auditable Strict-Parity Graph-RAG Paper)

**SP+** is the paper's notational extension of strict parity. Where strict parity (SP) fixes encoder, candidate pool size $$m$$, cutoff $$k$$, split, and exact-ID matching rule across compared systems, **SP+ additionally allows a learned reranker** on top of the shared dense candidate pool. SP+ results are reported in a separate column from SP so that any reranker-driven gain is not silently folded into a strict-parity headline number. SP+ is meaningful only relative to the underlying SP contract, so the SP definition is a direct prerequisite.

Learn Before

Related