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

Code classification research benchmarks · SOTA2 Research

Code classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

CodeT5-base + GFSA

64.75Accuracy

18

May 19, 2026

69.5Accuracy

10

Jun 2, 2026

95.2Accuracy

10

Jun 2, 2026

BigCloneBench (test)

98.14Accuracy

8

May 19, 2026

UniXcoder+FuzzT

1.38Error Rate

7

Feb 26, 2026

CodeNet Python800 (test)

UniXcoder+FuzzT

0.013Error Rate

7

Feb 26, 2026

CodeNet Java250 (test)

UniXcoder+FuzzT

1.56Error Rate

7

Feb 26, 2026

CodeNet C++1000 (test)

UniXcoder+FuzzT

6.18Error Rate

4

Feb 26, 2026

Popular datasets

CodeNet BigCloneBench POJ104 Devign CodeComplexity

Follow for updates

Join SOTA2 Contact