| CodeSearchNet-Java (CSN) CodeXGLUE (test) | CodeT5 (Base) | Smoothed BLEU-420.55 | | 38 | 4mo ago |
| CodeXGLUE | CodeT5+ | Java Score20.83 | | 38 | 4mo ago |
| Code Summarization dataset | | Input Tokens78,246 | | 16 | 4mo ago |
| Python Code Summarization downstream dataset | | CompScore57.1 | | 14 | 4mo ago |
| Verilog | ROSUM-MCTS | LLM PR64.2 | | 12 | 1mo ago |
| VHDL | ROSUM-MCTS | LLM PR60.9 | | 12 | 1mo ago |
| PyT (test) | STAB | ASR84.76 | | 12 | 4mo ago |
| CSN (test) | STAB | ASR97.33 | | 12 | 4mo ago |
| Py150 (test) | STAB | ASR81.36 | | 12 | 4mo ago |
| PyT | Fixed | Recall100 | | 12 | 4mo ago |
| CSN | Fixed | Recall100 | | 12 | 4mo ago |
| Py150 | Fixed | Recall100 | | 12 | 4mo ago |
| CodeXGLUE Code-Text | IRCoder | BLEU-413.21 | | 12 | 4mo ago |
| CodeXGLUE Java (test) | REDCODER-EXT | BLEU-422.95 | | 11 | 4mo ago |
| CodeXGLUE Python (test) | REDCODER | BLEU-421.01 | | 11 | 4mo ago |
| Python GitHub dataset (test) | Hybrid2Seq+Attn+DRL | BLEU-10.2527 | | 9 | 4mo ago |
| CodeXGLUE (test) | CodeGeeX | Overall Score20.63 | | 7 | 4mo ago |
| TL-CodeSum (TLC) original (test) | PGNN-EK | Smoothed BLEU-451.06 | | 6 | 4mo ago |
| GiAnt Corpus Risk Analysis | GPT-4o | BERTScore0.737 | | 4 | 1mo ago |
| GiAnt Corpus | GPT-4o | BERTScore0.758 | | 4 | 1mo ago |
| CodeXGLUE Python | StarCoder | BLEU21.99 | | 4 | 4mo ago |
| M4 | ScanNBT | ASR2.49 | | 3 | 1mo ago |
| M3 | ScanNBT | ASR10.01 | | 3 | 1mo ago |
| M2 | EliBadCode | ASR11.91 | | 3 | 1mo ago |
| M1 | EliBadCode | ASR7 | | 3 | 1mo ago |
