FrontierScience Bench: Evaluating AI Research Capabilities in LLMs

Matthew Li, Santiago Torres-Garcia, Shayan Halder, Phani Kuppa, Sean O’Brien, Vasu Sharma, Kevin Zhu, Sunishchal Dev. Proceedings of the 1st Workshop for Research on Agent Language Models (REALM 2025). 2025.

Authors

Sean OBrien
Sandeepan Halder
Matthew Li
Kevin Zhu (ORCID: https://orcid.org/0009-0008-1881-8384)
Vasu Sharma (ORCID: https://orcid.org/0009-0005-4733-3229)
S. P. Dev
Santiago Torres-Garcia
Phani Kuppa

Institutions

Andover Eye Associates (US)

Publication Details

Published: 2025-01-01
DOI: https://doi.org/10.18653/v1/2025.realm-1.31
Primary Topic: Scientific Computing and Data Management
Type: article
Field-Weighted Citation Impact: 0.00

Controls

|||

ALL TIME

JAN

FEB

MAR

APR

MAY

JUN

JUL

AUG

SEP

OCT

article

FrontierScience Bench: Evaluating AI Research Capabilities in LLMs

Sean OBrien, Sandeepan Halder, Matthew Li, Kevin Zhu et al.

Jan 1, 2025

Scientific Computing and Data Management

article

FrontierScience Bench: Evaluating AI Research Capabilities in LLMs

Sean OBrien, Sandeepan Halder, Matthew Li, Kevin Zhu, Vasu Sharma, S. P. Dev, Santiago Torres-Garcia, Phani Kuppa

January 1, 2025article en

Abstract

Andover Eye Associates (US)

Openalex Percentile: Top 81%

Scientific Computing and Data Management

DOI Open Access PDF OpenAlex

AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

FrontierScience Bench: Evaluating AI Research Capabilities in LLMs — Sean OBrien, Sandeepan Halder, et al. · (2025) | TGRS Research Map | TGRS