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Classification on FashionMNIST (F1-Macro)

90.84F1-MacroSiDyP
71.818476.756781.69586.6333Jun 10, 2026

Evaluation results

MethodLinks
SiDyPLabelling technique=Superv.2026.0690.84
SCE-LossLabelling technique=Superv.2026.0689.02
OriginalLabeling technique=Superv.2026.0688.97
SELCLabeling technique=Superv.2026.0688.77
CANOLALabelling technique=Superv.2026.0688.76
CanolaLabeling technique=Superv.2026.0688.76
Docta-RLabeling technique=Superv.2026.0688.61
CanolaLabeling technique=Semi-Superv.2026.0688.57
SELCLabeling technique=Semi-Superv.2026.0688.23
Docta-VLabeling technique=Superv.2026.0688.05
Docta-VLabeling technique=Semi-Superv.2026.0687.74
Docta-RLabeling technique=Semi-Superv.2026.0687.51
DivideMixLabelling technique=Superv.2026.0685.54
SiDyPLabeling technique=Semi-Superv.2026.0684.77
SiDyPLabeling technique=Superv.2026.0684.65
OriginalLabeling technique=Semi-Superv.2026.0681.1
SiDyPLabeling technique=LLM2026.0678.89
CANOLALabelling technique=LLM2026.0677.76
CanolaLabeling technique=LLM2026.0677.76
DivideMixLabelling technique=LLM2026.0676.8
Co-TeachingLabelling technique=Superv.2026.0675.88
SiDyPLabelling technique=LLM2026.0675.55
Co-TeachingLabelling technique=LLM2026.0674.81
SELCLabeling technique=LLM2026.0673.84
Docta-RLabeling technique=LLM2026.0673.34
OriginalLabeling technique=LLM2026.0672.83
Docta-VLabeling technique=LLM2026.0672.72
SCE-LossLabelling technique=LLM2026.0672.55