Categories Companies Research

Loading the SOTA2 catalog…

Explore

Categories Companies Research

Contribute

Join SOTA2 Contact

SOTA2

© 2026 SOTA2

Build in Bellevue, USA

WizWand is now SOTA2 Research

Papers Benchmarks Datasets Tasks

Java dataset and benchmarks · SOTA2 Research

Research Datasets

Java

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Student Simulation

Java 5

84Accuracy

72

Secure Code Generation

Java (evaluation)

98.6Safe Code Rate

66

Java (test)

36.1R@1

25

Code Summarization Factual Consistency

Java

0.515Pearson (rp)

15

Adversarial Code Compliance

Java

91.7Decoupling Probability

9

Code Generation

Java deduplicated retrieval codebase (test)

11.66EM

9

Code Comment Generation

Java (test)

22.94BLEU Score

8

Java Method Body Generation

Java suite (test)

99.82Undeclared Variable Access Check

7

Code Generation

Java dataset (test)

27.53BLEU

6

Vulnerability Detection

Java P3 X1 (test)

86ROC AUC

2

Popular tasks

Code Generation Code Search Student Simulation Vulnerability Detection Java Method Body Generation

Follow for updates

Join SOTA2 Contact