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Label Correction on OrganAMNIST
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14.8
Error Rate (%)
Docta-V
12.344
28.922
45.5
62.078
Jun 10, 2026
Error Rate (%)
Updated 1mo ago
Evaluation Results
Method
Method
Links
Error Rate (%)
Docta-V
Labeling technique=Sup...
2026.06
14.8
Docta-R
Labeling technique=Sup...
2026.06
14.8
CANOLA
Labeling technique=Sup...
2026.06
14.8
SiDyP
Labeling technique=Sup...
2026.06
15.4
SELC
Labeling technique=Sup...
2026.06
16.1
Original
Labeling technique=Sup...
2026.06
17.9
SiDyP
Labeling technique=Sem...
2026.06
21.5
CANOLA
Labeling technique=Sem...
2026.06
21.5
SELC
Labeling technique=Sem...
2026.06
25.9
Docta-V
Labeling technique=Sem...
2026.06
27.4
Docta-R
Labeling technique=Sem...
2026.06
27.4
Original
Labeling technique=Sem...
2026.06
27.6
CANOLA
Labeling technique=LLM
2026.06
66.9
SiDyP
Labeling technique=LLM
2026.06
73.7
SELC
Labeling technique=LLM
2026.06
74.5
Docta-R
Labeling technique=LLM
2026.06
74.6
Docta-V
Labeling technique=LLM
2026.06
74.8
Original
Labeling technique=LLM
2026.06
76.2
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