Elamur Research⌕
☰
home / authors / Leon Maksin

Leon Maksin

Leon Maksin has 2 papers in our library, in 2024–2025; often with Dane Sherburn, Evan Mays, Giulio Starace.

2 papers in our library · 2024–2025

OpenAlex · h-index 4 · 5 works · 73 citations OpenAlex, 2026-10-14

📄 2 works in our library · 🔗 Cited 1,529 times in our library · ⭐ Paper Stars ranking: #6189

The profile is the library's match of the name; two people with one name are not always told apart.

Elsewhere: Google Scholar · Semantic Scholar · dblp · ACL Anthology

 Fields, topics and concepts

Of its works in our library, with the number of works on each.

📚 Shelves 5The field of science this work belongs to (OpenAlex fields).Computer Science · 2 worksArtificial Intelligence · 2 worksArts and Humanities · 1 workInformation Systems · 1 workLanguage and Linguistics · 1 work

 Works by year

2020s

20251 paper20241 paper

 Papers

The most cited first (OpenAlex and our library).

  1. MLE-bench: Evaluating Machine Learning Agents on Machine Learning Engineering (2024 · 140 citations)
    MLE-bench addresses the lack of benchmarks that test whether AI agents can carry out machine learning engineering autonomously from start to finish, rather than solving isolated coding problems.
  2. PaperBench: Evaluating AI's Ability to Replicate AI Research (2025 · 86 citations)
    PaperBench measures whether AI agents can independently reproduce recent machine learning research. Agents receive 20 Spotlight and Oral papers from ICML 2024, covering 12 topic areas. For each paper, an agent must write a complete codebase from scratch, without access to the authors' original code, and include a…

 Co-authors here

11 co-authors with a page, the most papers together first.

 Cited by

Papers of our library cite their works 1,529 times (of the 149,439 papers whose bibliographies we read); 431 citing papers with a page here →.

Updated

This page in Markdown → https://md.research.elamur.ai/free/en/authors/leon-maksin/