RPEval - Single Preference (Explicit Memory): leaderboard
Metric: Intent-matching accuracy (%; single-preference items of RPEval's human-verified test set: given one explicit user preference and an underspecified query, the model classifies whether the preference should be ignored, support the answer or dominate it; Reminder prompt asking the model to judge the memory's applicability). Source: arxiv.org. Saturation forecast: Around 2030. 4 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | DeepSeek V3 | 66 |
| 2 | GPT-4.1 | 53 |
| 3 | GPT-5 | 51 |
Interactive version: theaggregate.ai/benchmark?slug=rpeval-single-preference-explicit-memory · How It Works · Data refreshed daily, snapshot 2026-09-26.