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Code & Developer AI AI research – Page 4 · SOTA2 Research

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Code & Developer AI

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7 benchmarks · 1 papersWatermark Robustness Evaluation 7 benchmarks · 1 papersCross-DSL PDE code generation 7 benchmarks · 1 papersImage2Code 7 benchmarks · 2 papersText-to-Visualization 7 benchmarks · 5 papersGeneral Reasoning and Coding 7 benchmarks · 1 papersInstruction Recovery 7 benchmarks · 1 papersCode Generation from Video 7 benchmarks · 4 papersCode Localization 6 benchmarks · 1 papersCode size measurement 6 benchmarks · 2 papersQuality Evaluation 6 benchmarks · 6 papersCode Synthesis 6 benchmarks · 1 papersMOOSE Input File Generation 6 benchmarks · 1 papers

Code construction

6 benchmarks · 1 papersQuerying security logs

6 benchmarks · 5 papersText2SQL

6 benchmarks · 4 papersAutomated Grading

6 benchmarks · 1 papersProgram Induction

6 benchmarks · 2 papersMathematical Formalization

6 benchmarks · 1 papersRTL Design Code Generation

6 benchmarks · 1 papersCompetitive Programming Reasoning

6 benchmarks · 1 papersWeight Quantization Fidelity

6 benchmarks · 8 papersSoftware Engineering Task Resolution

6 benchmarks · 1 papersMethod Name Prediction

6 benchmarks · 5 papersVerilog Generation

6 benchmarks · 1 papersDSL Generation

6 benchmarks · 2 papersBackdoor Attack Mitigation

6 benchmarks · 2 papersTerminal-related CLI agent task

6 benchmarks · 3 papersPython Coding

6 benchmarks · 5 papersCode Editing

6 benchmarks · 1 papersProof Node Pruning

6 benchmarks · 4 papersVulnerability Exploitation

6 benchmarks · 3 papersFunctional Correctness

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