arXiv preprint arXiv:2506.12958 , year=

Domain specific benchmarks for evaluating multimodal large language models , author= · arXiv 2506.12958

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cs.LG · 2026-05-28 · unverdicted · novelty 5.5 · 2 refs

A 40-task, 10-domain benchmark finds current auto-research agents and LLMs score only ~20–26 on re-discovering real published scientific artifacts.

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ResearchClawBench: A Benchmark for End-to-End Autonomous Scientific Research cs.LG · 2026-05-28 · unverdicted · none · ref 22 · 2 links
A 40-task, 10-domain benchmark finds current auto-research agents and LLMs score only ~20–26 on re-discovering real published scientific artifacts.