Classification on RESISC45 (F1-Macro)
92.8F1-MacroSiDyP
Evaluation results
| Method | Links | |
|---|---|---|
| SiDyPLabelling technique=Superv.2026.06 | 92.8 | |
| DivideMixLabelling technique=Superv.2026.06 | 92.6 | |
| CanolaLabeling technique=Semi-Superv.2026.06 | 92.1 | |
| CANOLALabelling technique=Superv.2026.06 | 91.68 | |
| CanolaLabeling technique=Superv.2026.06 | 91.68 | |
| SELCLabeling technique=Semi-Superv.2026.06 | 91.57 | |
| Docta-RLabeling technique=Superv.2026.06 | 91.15 | |
| Docta-VLabeling technique=Superv.2026.06 | 90.86 | |
| SiDyPLabeling technique=Superv.2026.06 | 90.73 | |
| OriginalLabeling technique=Semi-Superv.2026.06 | 90.48 | |
| Docta-VLabeling technique=Semi-Superv.2026.06 | 90.47 | |
| Docta-RLabeling technique=Semi-Superv.2026.06 | 90.37 | |
| SiDyPLabeling technique=Semi-Superv.2026.06 | 90.26 | |
| SELCLabeling technique=Superv.2026.06 | 89.91 | |
| SCE-LossLabelling technique=Superv.2026.06 | 89.81 | |
| OriginalLabeling technique=Superv.2026.06 | 89.49 | |
| Co-TeachingLabelling technique=Superv.2026.06 | 77.46 | |
| CANOLALabelling technique=LLM2026.06 | 77.16 | |
| CanolaLabeling technique=LLM2026.06 | 77.16 | |
| DivideMixLabelling technique=LLM2026.06 | 71.29 | |
| SiDyPLabeling technique=LLM2026.06 | 65.54 | |
| Docta-RLabeling technique=LLM2026.06 | 62.96 | |
| Docta-VLabeling technique=LLM2026.06 | 62.89 | |
| OriginalLabeling technique=LLM2026.06 | 62.52 | |
| SCE-LossLabelling technique=LLM2026.06 | 61.97 | |
| SELCLabeling technique=LLM2026.06 | 61.66 | |
| SiDyPLabelling technique=LLM2026.06 | 61.55 | |
| Co-TeachingLabelling technique=LLM2026.06 | 46.34 |