Classification on FashionMNIST (F1-Macro)
90.84F1-MacroSiDyP
Evaluation Results
| Method | Links | |
|---|---|---|
| SiDyPLabelling technique=Superv.2026.06 | 90.84 | |
| SCE-LossLabelling technique=Superv.2026.06 | 89.02 | |
| OriginalLabeling technique=Superv.2026.06 | 88.97 | |
| SELCLabeling technique=Superv.2026.06 | 88.77 | |
| CANOLALabelling technique=Superv.2026.06 | 88.76 | |
| CanolaLabeling technique=Superv.2026.06 | 88.76 | |
| Docta-RLabeling technique=Superv.2026.06 | 88.61 | |
| CanolaLabeling technique=Semi-Superv.2026.06 | 88.57 | |
| SELCLabeling technique=Semi-Superv.2026.06 | 88.23 | |
| Docta-VLabeling technique=Superv.2026.06 | 88.05 | |
| Docta-VLabeling technique=Semi-Superv.2026.06 | 87.74 | |
| Docta-RLabeling technique=Semi-Superv.2026.06 | 87.51 | |
| DivideMixLabelling technique=Superv.2026.06 | 85.54 | |
| SiDyPLabeling technique=Semi-Superv.2026.06 | 84.77 | |
| SiDyPLabeling technique=Superv.2026.06 | 84.65 | |
| OriginalLabeling technique=Semi-Superv.2026.06 | 81.1 | |
| SiDyPLabeling technique=LLM2026.06 | 78.89 | |
| CANOLALabelling technique=LLM2026.06 | 77.76 | |
| CanolaLabeling technique=LLM2026.06 | 77.76 | |
| DivideMixLabelling technique=LLM2026.06 | 76.8 | |
| Co-TeachingLabelling technique=Superv.2026.06 | 75.88 | |
| SiDyPLabelling technique=LLM2026.06 | 75.55 | |
| Co-TeachingLabelling technique=LLM2026.06 | 74.81 | |
| SELCLabeling technique=LLM2026.06 | 73.84 | |
| Docta-RLabeling technique=LLM2026.06 | 73.34 | |
| OriginalLabeling technique=LLM2026.06 | 72.83 | |
| Docta-VLabeling technique=LLM2026.06 | 72.72 | |
| SCE-LossLabelling technique=LLM2026.06 | 72.55 |