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Papers Benchmarks Datasets Tasks

SciCode dataset and benchmarks · SOTA2 Research

Research Datasets

SciCode

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Scientific Code Generation

SciCode (test)

43.8Subset Accuracy

36

Scientific Coding

SciCode

0.428Accuracy

18

Scientific Reasoning

SciCode

43Accuracy

10

Coding Agent Capacity

Scicode

57.7Score

8

Science Discovery

Scicode

57.7Score

8

Ranking Preservation

SciCode (test)

0.753Mean Spearman Rho

4

SciCode

42.1Pass@1

4

SciCode

35.2Score

3

SciCode subtask

39.6Score (SciCode Reasoning)

1

Popular tasks

Reasoning Scientific Reasoning Code Reasoning Scientific Coding Scientific Code Generation

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