MAPLE - Any Aspect: leaderboard
Metric: AnyAspect@20 (%; share of target papers retrieved in the top 20 by at least one aspect query; over MAPLE's 2,095 multi-aspect full-paper scientific-retrieval queries (ICLR 2026 papers)). Source: arxiv.org. Saturation forecast: Around December 2026. 8 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | GritLM-7B | 98.1 |
Interactive version: theaggregate.ai/benchmark?slug=maple-any-aspect · How It Works · Data refreshed daily, snapshot 2026-09-26.