| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| ECG Classification | CSN | Macro AUC (1%)70.7 | 17 | |
| 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 Abnormality Detection | CSN | ACC90.4 | 8 | |
| Code Generation | CSN Python (test) | ROUGE-1 F135.1 | 6 | |
| Classification | CSN | F1 Score12.84 | 5 |