List your company
ResearchFormerly WizWand

Image Classification on CIFAR-10 40% asymmetric noise

94.8AccuracySANM(DivideMix)
59.294468.512277.7386.9478Feb 14, 2023Aug 4, 2023Jan 23, 2024Jul 13, 2024Jan 1, 2025Jun 22, 2025Dec 11, 2025
Updated 8mo ago

Evaluation results

MethodLinks
SANM(DivideMix)Noisy ratio=40%2023.0294.8
TCL+2023.0393.7
DivideMixNoisy ratio=40%2023.0293.4
C2DNoisy ratio=40%2023.0293.4
Sel-CL+Noisy ratio=40%2023.0293.4
Sel-CL+2023.0393.4
MOIT+2023.0393.3
TCL2023.0392.6
RRLNoisy ratio=40%2023.0292.4
REEDNoisy ratio=40%2023.0292.3
MOIT2023.0392
RRL2023.0391.9
Promix+VIBCategory=Denoise + IB2025.1291.87
Joint-OptimNoisy ratio=40%2023.0291.7
DivideMix2023.0391.4
PENCILNoisy ratio=40%2023.0291.2
DistillingNoisy ratio=40%2023.0290.2
LaT-IBCategory=Ours2025.1288.89
(ELR+)+VIBCategory=Denoise + IB2025.1284.75
VIB (LGCE)Category=Robust Loss2025.1281.32
DT-JSCCCategory=Improved IB2025.1280.95
SIBCategory=Improved IB2025.1280.06
VIBCategory=Classic IB2025.1279.27
NIBCategory=Classic IB2025.1278.16
GCENoisy ratio=40%2023.0278.1
VIB (LSCE)Category=Robust Loss2025.1276.59
JoCoR+VIBCategory=Denoise + IB2025.1260.66