Classification on OrganAMNIST (F1-Macro)
90.16F1-MacroSiDyP
Evaluation results
| Method | Links | |
|---|---|---|
| SiDyPLabelling technique=Superv.2026.06 | 90.16 | |
| Docta-VLabeling technique=Superv.2026.06 | 87.1 | |
| Docta-RLabeling technique=Superv.2026.06 | 87.1 | |
| OriginalLabeling technique=Superv.2026.06 | 86.83 | |
| SELCLabeling technique=Superv.2026.06 | 86.8 | |
| SCE-LossLabelling technique=Superv.2026.06 | 86.47 | |
| DivideMixLabelling technique=Superv.2026.06 | 85.33 | |
| SiDyPLabeling technique=Superv.2026.06 | 85.17 | |
| CANOLALabelling technique=Superv.2026.06 | 82.68 | |
| CanolaLabeling technique=Superv.2026.06 | 82.68 | |
| SELCLabeling technique=Semi-Superv.2026.06 | 82.29 | |
| OriginalLabeling technique=Semi-Superv.2026.06 | 80.37 | |
| Docta-VLabeling technique=Semi-Superv.2026.06 | 80.05 | |
| Docta-RLabeling technique=Semi-Superv.2026.06 | 80.05 | |
| SiDyPLabeling technique=Semi-Superv.2026.06 | 80.05 | |
| CanolaLabeling technique=Semi-Superv.2026.06 | 75.11 | |
| Co-TeachingLabelling technique=Superv.2026.06 | 66.94 | |
| CANOLALabelling technique=LLM2026.06 | 19.55 | |
| CanolaLabeling technique=LLM2026.06 | 19.55 | |
| DivideMixLabelling technique=LLM2026.06 | 16.51 | |
| SiDyPLabelling technique=LLM2026.06 | 16.42 | |
| SELCLabeling technique=LLM2026.06 | 15.77 | |
| Docta-RLabeling technique=LLM2026.06 | 15.72 | |
| Docta-VLabeling technique=LLM2026.06 | 15.56 | |
| SCE-LossLabelling technique=LLM2026.06 | 15.49 | |
| OriginalLabeling technique=LLM2026.06 | 15.15 | |
| Co-TeachingLabelling technique=LLM2026.06 | 15.11 | |
| SiDyPLabeling technique=LLM2026.06 | 14.74 |