# AutoTrustAI/PaperGuru-Benchmark

<https://repo.masters-masters.com/en/repos/AutoTrustAI/PaperGuru-Benchmark>

[Home](https://repo.masters-masters.com/en) › [AutoTrustAI](https://repo.masters-masters.com/en/owners/AutoTrustAI) › [PaperGuru-Benchmark](https://repo.masters-masters.com/en/repos/AutoTrustAI/PaperGuru-Benchmark)

AutoTrustAI/PaperGuru-Benchmark has 1,329 stars on GitHub. Its RepoMasters card: Beta tier. Lifecycle-Aware Memory for long-horizon LLM agents — 66.05% on…

| Field | Value |
| --- | --- |
| Owner | [AutoTrustAI](https://repo.masters-masters.com/en/owners/AutoTrustAI) |
| Stars | 1,329 |
| Forks | 197 |
| Language | [TeX](https://repo.masters-masters.com/en/languages/tex) |
| License | None |
| Created | 2026 |
| Tier | [Beta (700 to 1,999 ★)](https://repo.masters-masters.com/en/ranks/box_office) |
| View on GitHub | [AutoTrustAI/PaperGuru-Benchmark](https://github.com/AutoTrustAI/PaperGuru-Benchmark) |

## Repository

Lifecycle-Aware Memory for long-horizon LLM agents — 66.05% on PaperBench, 94.66% on SurveyBench, 10 peer-reviewed acceptances at FSE/ICML/TOSEM/AEI/ICoGB

The tier for repos with 700 to 1,999 ★. Published odds per card pulled: 6%. Rarity: Rare.

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Data: GitHub · Illustration drawn by RepoMasters from the repo’s ID and its language color.