MAPLE - Motivation Queries: leaderboard
Metric: Recall@20 (%; over MAPLE's 2,095 multi-aspect full-paper scientific-retrieval queries (ICLR 2026 papers); motivation-aspect queries). Source: arxiv.org. Saturation forecast: Around December 2026. 8 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | GritLM-7B | 79 |
Interactive version: theaggregate.ai/benchmark?slug=maple-motivation-queries · How It Works · Data refreshed daily, snapshot 2026-09-26.