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ResearchFormerly WizWand

Image Classification on CIFAR-10N (Random 3)

97.52AccuracyProMix
84.665688.002891.3494.6772Jul 21, 2022Mar 11, 2023Oct 30, 2023Jun 19, 2024Feb 7, 2025Sep 28, 2025May 19, 2026
Updated 5mo ago

Evaluation results

MethodLinks
ProMix2022.0797.52
CE+MAE (Semi)SSL=true2025.0895.96
Proto-semiSSL=true2025.0895.67
SOP+SSL=true2025.0895.39
PES (Semi)SSL=true2025.0895.22
PES (Semi)mode=Semi-supervised2022.0795.22
DivideMixSSL=true2025.0895.21
Divide-Mix2022.0795.21
CORES*SSL=true2025.0894.74
CORES*2022.0794.74
ELR+SSL=true2025.0894.34
ELR+2022.0794.34
CALSSL=true2025.0890.74
CAL2022.0790.74
CE+MAESSL=false2025.0890.64
Negative-LSSSL=false2025.0890.13
Negative-LS2022.0790.13
JoCoRSSL=true2025.0890.11
Positive-LS2022.0789.82
F-DivSSL=false2025.0889.55
F-Div2022.0789.55
Co-teaching+SSL=true2025.0889.54
Co-teaching+2022.0789.54
α-MAE2026.0589.49
SGCE2026.0588.94
Peer LossSSL=false2025.0888.57
Peer Loss2022.0788.57
Unhinged2026.0588.41
ANL-CE2026.0588.24
VolMinNetSSL=false2025.0888.19
VolMinNet2022.0788.19
AGCESSL=false2025.0887.97
T-RevisionSSL=false2025.0887.79
NCE+RCE2026.0587.7
NCE+AGCE2026.0587.62
GCESSL=false2025.0887.58
Forward TSSL=false2025.0887.04
Forward T2022.0787.04
CESSL=false2025.0885.16
CE2022.0785.16