test driven development

Benchmarks archive 2025-07-28

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Libraries

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Datasets archive 2025-07-28

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Subtasks archive 2025-07-28

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Most implemented papers archive 2025-07-28

8 shown of 8 papers with code (24 tagged with this task in all), ordered by repositories listed in the archive, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers without a page here are shown as plain text.

• Safety and Performance, Why Not Both? Bi-Objective Optimized Model Compression against Heterogeneous Attacks Toward AI Software Deployment
  2 Jan 2024 2 repositories listed Syntology ran 2 of 3 samples · 1 unverified · 3 pointer-only (licence)
  To mitigate this issue, AI software compression plays a crucial role, which aims to compress model size while keeping high performance.
• Safety and Performance, Why not Both? Bi-Objective Optimized Model Compression toward AI Software Deployment
  11 Aug 2022 2 repositories listed Syntology ran 2 of 3 samples · 1 unverified · 1 pointer-only (licence)
  By simulating the attack mechanism as the safety test, SafeCompress can automatically compress a big model to a small one following the dynamic sparse training paradigm.
• CoreCodeBench: A Configurable Multi-Scenario Repository-Level Benchmark
  4 Jul 2025 1 repository listed
  As Large Language Models (LLMs) demonstrate increasingly sophisticated code processing capabilities, evaluating their performance on engineering-level code remains challenging.
• SWE-Flow: Synthesizing Software Engineering Data in a Test-Driven Manner
  10 Jun 2025 1 repository listed
  We introduce **SWE-Flow**, a novel data synthesis framework grounded in Test-Driven Development (TDD).
• Otter: Generating Tests from Issues to Validate SWE Patches
  7 Feb 2025 1 repository listed Syntology ran 2 of 2 samples · 0 unverified
  This paper introduces TDD-Bench-Verified, a benchmark for generating tests from issues, and Otter, an LLM-based solution for this task.
• TDD-Bench Verified: Can LLMs Generate Tests for Issues Before They Get Resolved?
  3 Dec 2024 1 repository listed
  Ideally, tests for TDD should be fail-to-pass (i.
• Comprehensive Evaluation and Insights into the Use of Large Language Models in the Automation of Behavior-Driven Development Acceptance Test Formulation
  22 Mar 2024 1 repository listed
  Behavior-driven development (BDD) is an Agile testing methodology fostering collaboration among developers, QA analysts, and stakeholders.
• Unit Test Case Generation with Transformers and Focal Context
  11 Sep 2020 1 repository listed
  We execute the test cases, collect test coverage information, and compare them with test cases generated by EvoSuite and GPT-3, finding that our approach outperforms GPT-3 and has comparable coverage w.

Syntology lines on 3 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced. Read from the graph 2026-09-24.