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Papers Benchmarks Datasets Tasks

CSN dataset and benchmarks · SOTA2 Research

Research Datasets

CSN

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

ECG Classification

CSN

96.46Macro AUC

51

ECG Interpretation

CSN

89.7Accuracy

14

Code Summarization

CSN (test)

97.33ASR

12

Method Name Prediction

CSN (test)

0.956ASR

12

Code Summarization

CSN

100Recall

12

Method Name Prediction

CSN

100Recall

12

ECG Classification

CSN (test)

96.46AUC

8

Source Code Watermarking

CSN Java

98.05Bit Accuracy

8

ECG Abnormality Detection

CSN

90.4ACC

8

Code Generation

CSN Python (test)

35.1ROUGE-1 F1

6

CSN

12.84F1 Score

5

Source Code Watermarking

CSN JS

98.08Bit Accuracy

4

Popular tasks

Code Summarization ECG Classification Method Name Prediction Source Code Watermarking Code Generation

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