Classification on Yahoo! Answer
60.01F1-MacroCANOLA
Evaluation results
| Method | Links | |
|---|---|---|
| CANOLALabelling technique=LLM2026.06 | 60.01 | |
| CanolaLabeling technique=LLM2026.06 | 60.01 | |
| Co-TeachingLabelling technique=LLM2026.06 | 59.92 | |
| SiDyPLabelling technique=LLM2026.06 | 59.7 | |
| SELCLabeling technique=LLM2026.06 | 59.39 | |
| DivideMixLabelling technique=Superv.2026.06 | 58.9 | |
| SiDyPLabelling technique=Superv.2026.06 | 58.66 | |
| OriginalLabeling technique=LLM2026.06 | 58.55 | |
| SiDyPLabeling technique=LLM2026.06 | 58.1 | |
| DivideMixLabelling technique=LLM2026.06 | 57.84 | |
| SCE-LossLabelling technique=LLM2026.06 | 57.72 | |
| OriginalLabeling technique=Superv.2026.06 | 56.78 | |
| SiDyPLabeling technique=Superv.2026.06 | 56.77 | |
| CANOLALabelling technique=Superv.2026.06 | 56.71 | |
| CanolaLabeling technique=Superv.2026.06 | 56.71 | |
| SELCLabeling technique=Superv.2026.06 | 56.7 | |
| SCE-LossLabelling technique=Superv.2026.06 | 56.6 | |
| CanolaLabeling technique=Semi-Superv.2026.06 | 56.33 | |
| Co-TeachingLabelling technique=Superv.2026.06 | 56.28 | |
| Docta-VLabeling technique=LLM2026.06 | 54.48 | |
| Docta-RLabeling technique=LLM2026.06 | 54.04 | |
| SELCLabeling technique=Semi-Superv.2026.06 | 53.88 | |
| Docta-VLabeling technique=Superv.2026.06 | 53.7 | |
| Docta-RLabeling technique=Superv.2026.06 | 53.42 | |
| SiDyPLabeling technique=Semi-Superv.2026.06 | 52.74 | |
| OriginalLabeling technique=Semi-Superv.2026.06 | 51.62 | |
| Docta-VLabeling technique=Semi-Superv.2026.06 | 49.61 | |
| Docta-RLabeling technique=Semi-Superv.2026.06 | 49.6 | |
| CanolaLabeling technique=Weak-Superv.2026.06 | 32.21 | |
| SiDyPLabeling technique=Weak-Superv.2026.06 | 31.41 | |
| Docta-RLabeling technique=Weak-Superv.2026.06 | 28.41 | |
| Docta-VLabeling technique=Weak-Superv.2026.06 | 27.54 | |
| OriginalLabeling technique=Weak-Superv.2026.06 | 26.32 | |
| SELCLabeling technique=Weak-Superv.2026.06 | 23.87 |