DeployBench is a new benchmark of 51 research-artifact deployment tasks where four LLMs with OpenHands achieve 7.8-51% pass rates, with failures mostly from agents stopping after weaker self-checks than the paper requires.
ResearchEnvBench: Benchmarking agents on environment synthesis for research code execution.ArXiv, abs/2603.06739, 2026
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.SE 1years
2026 1verdicts
UNVERDICTED 1representative citing papers
citing papers explorer
-
DeployBench: Benchmarking LLM Agents for Research Artifact Deployment
DeployBench is a new benchmark of 51 research-artifact deployment tasks where four LLMs with OpenHands achieve 7.8-51% pass rates, with failures mostly from agents stopping after weaker self-checks than the paper requires.