CSN
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| ECG Classification | CSN | Macro AUC96.46 | 51 | |
| ECG Interpretation | CSN | Accuracy89.7 | 14 | |
| Code Summarization | CSN (test) | ASR97.33 | 12 | |
| Method Name Prediction | CSN (test) | ASR0.9558 | 12 | |
| Code Summarization | CSN | Recall100 | 12 | |
| Method Name Prediction | CSN | Recall100 | 12 | |
| ECG Classification | CSN (test) | AUC96.46 | 8 | |
| Source Code Watermarking | CSN Java | Bit Accuracy98.05 | 8 | |
| ECG Abnormality Detection | CSN | ACC90.4 | 8 | |
| Code Generation | CSN Python (test) | ROUGE-1 F135.1 | 6 | |
| Classification | CSN | F1 Score12.84 | 5 | |
| Source Code Watermarking | CSN JS | Bit Accuracy98.08 | 4 |
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