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Benchmark Registry. SWE-bench Multilingual benchmark results. Benchmark identifier: swe-bench/multilingual. https://benchmarkregistry.org/benchmarks/swe-bench/multilingual. Accessed [YYYY-MM-DD]. Data license: CC BY 4.0 (https://creativecommons.org/licenses/by/4.0/). Attribution: Benchmark Registry, a project of Densa Labs — https://benchmarkregistry.org/ (CC BY 4.0). Include the cited record URL and identify any changes.

BibTeX

@misc{br_swe_bench_multilingual,
  title = {SWE-bench Multilingual benchmark results},
  publisher = {Benchmark Registry},
  url = {https://benchmarkregistry.org/benchmarks/swe-bench/multilingual},
  urldate = {YYYY-MM-DD},
  note = {Benchmark identifier: swe-bench/multilingual; data license: CC BY 4.0; access date to be filled by the reader}
}

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Benchmark: SWE-bench
Evaluated by: Princeton University
Release date: May 6, 2025
Version: SWE-bench Multilingual
Metric: Resolved Tasks

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Score

DeepSeek-V4-Flash (non-thinking)

69.7%

huggingface.coResolved TasksReported April 24, 2026DeepSeek AIReport an issue

Cite

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Plain text

Benchmark Registry. DeepSeek-V4-Flash: SWE-bench Multilingual, 69.7% (non-thinking). Registry No. 110001; Record No. 2b14b7ca9cf8d2c10f80d601a6713eda8ff279e930cbe78f4df554c2177963a5. https://benchmarkregistry.org/benchmarks/swe-bench/multilingual?view=history&result=2b14b7ca9cf8d2c10f80d601a6713eda8ff279e930cbe78f4df554c2177963a5#BR-2b14b7ca9cf8d2c10f80d601a6713eda8ff279e930cbe78f4df554c2177963a5. Accessed [YYYY-MM-DD]. Data license: CC BY 4.0 (https://creativecommons.org/licenses/by/4.0/). Attribution: Benchmark Registry, a project of Densa Labs — https://benchmarkregistry.org/ (CC BY 4.0). Include the cited record URL and identify any changes.

BibTeX

@misc{br_2b14b7ca9cf8d2c10f80d601a6713eda8ff279e930cbe78f4df554c2177963a5,
  title = {DeepSeek-V4-Flash: SWE-bench Multilingual, 69.7\% (non-thinking)},
  publisher = {Benchmark Registry},
  url = {https://benchmarkregistry.org/benchmarks/swe-bench/multilingual?view=history\&result=2b14b7ca9cf8d2c10f80d601a6713eda8ff279e930cbe78f4df554c2177963a5\#BR-2b14b7ca9cf8d2c10f80d601a6713eda8ff279e930cbe78f4df554c2177963a5},
  urldate = {YYYY-MM-DD},
  note = {Registry No. 110001; Record No. 2b14b7ca9cf8d2c10f80d601a6713eda8ff279e930cbe78f4df554c2177963a5; data license: CC BY 4.0; access date to be filled by the reader}
}

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110001

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