Swe Bench Pro Beyondswe evaluates code agents along two key dimensions — resolution scope and knowledge scope — moving beyond single repo bug fixing into the real world deep waters of software engineering. we also introduce searchswe, a framework that integrates deep research capabilities with coding agents. Bio yannis he is a researcher behind swe bench pro, focused on benchmarking and improving ai coding agents for real world, complex software engineering tasks. … more.
Swe Bench Pro Raising The Bar For Agentic Coding Blog Scale Ai Our benchmark features long horizon tasks that may require hours to days for a professional software engineer to complete, often involving patches across multiple files and substantial code modifications. all tasks are human verified and augmented with sufficient context to ensure resolvability. We introduce swe bench pro, a substantially more challenging benchmark that builds upon the best practices of swe bench, but is explicitly designed to capture realistic, complex, enterprise level problems beyond the scope of swe bench. Ai agents for software engineering are rapidly advancing, but are benchmarks keeping up? with frontier models scoring so highly on swe bench verified, we wanted to raise the bar and develop a more realistic, contamination resistant, human augmented benchmark. Our benchmark features long horizon tasks that may require hours to days for a professional software engineer to complete, often involving patches across multiple files and substantial code modifications. all tasks are human verified and augmented with sufficient context to ensure resolvability.
Swe Bench Pro Can Ai Agents Solve Long Horizon Software Engineering Tasks Ai agents for software engineering are rapidly advancing, but are benchmarks keeping up? with frontier models scoring so highly on swe bench verified, we wanted to raise the bar and develop a more realistic, contamination resistant, human augmented benchmark. Our benchmark features long horizon tasks that may require hours to days for a professional software engineer to complete, often involving patches across multiple files and substantial code modifications. all tasks are human verified and augmented with sufficient context to ensure resolvability. We introduce swe bench pro, a substantially more challenging benchmark that builds upon the best practices of swe bench [25], but is explicitly designed to capture realistic, complex, enterprise level problems beyond the scope of swe bench. Our benchmark features long horizon tasks that may require hours to days for a professional software engineer to complete, often involving patches across multiple files and substantial code modifications. all tasks are human verified and augmented with sufficient context to ensure resolvability. Swe bench pro is a contamination resistant, industrial scale benchmark designed to evaluate the capabilities of ai coding agents on complex, long horizon software engineering tasks that mirror the demands of enterprise development. Swe bench pro builds on the foundation established by swe bench but targets enterprise grade, long horizon tasks that mirror real professional software development.
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