New benchmark measures LLMs' ability to build complete codebases from scratch

E2E-SWE includes 186 tasks across 11 languages, with pass@1 scores ranging from 11.7% to 67.7% across 13 frontier models.

Industry
Hantian Ding · Chloe Bi · Jiacheng Zhu · John Yang · Matt Deitke · Pengcheng Yin · +2 more

Meta Superintelligence Labs

Research Digest··2 min read
The authors introduce E2E-SWE, a benchmark of 186 whole-repository generation tasks across 11 programming languages.

Ding et al.

Why this paper

From Meta Superintelligence Labs

In one line

Whole-repository generation from specs is feasible, with LLM pass@1 ranging from 11.7% to 67.7% on the E2E-SWE benchmark.

What we could check

  • ·No code link found
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  • ✓Limitations stated by the authors
  • ✓Reports numbers on named benchmarks

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Research Digest

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