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ResearchFormerly WizWand

Classification on MSCOCO-GLT (CLT protocol)

78.86AccuracyRIDE
72.079273.839675.677.3604Jul 19, 2022
Updated 8mo ago

Evaluation results

MethodLinks
RIDECategory=Ensemble, IFL=true2022.0778.8680.7
RIDECategory=Ensemble, IFL=false2022.0778.2980.33
RandAugCategory=Augment, IFL=true2022.0777.7181.1
MixupCategory=Augment, IFL=true2022.0777.5581.78
Logit-AdjCategory=Re-balance, IFL=true2022.0777.1679.09
RandAugCategory=Augment, IFL=false2022.0776.8179.88
TADECategory=Ensemble, IFL=true2022.0776.5379.15
TADECategory=Ensemble, IFL=false2022.0776.2278.84
CRTCategory=Re-balance, IFL=true2022.0776.2179.11
LWSCategory=Re-balance, IFL=true2022.0775.9879.18
LDAMCategory=Re-balance, IFL=false2022.0775.5777.7
Logit-AdjCategory=Re-balance, IFL=false2022.0775.576.88
BaselineCategory=Re-balance, IFL=true2022.0774.3178.9
MixupCategory=Augment, IFL=false2022.0774.2278.61
Deconfound-TDECategory=Re-balance, IFL=false2022.0773.7974.9
BLSoftmaxCategory=Re-balance, IFL=true2022.0773.7277.08
BBNCategory=Re-balance, IFL=false2022.0773.6977.35
CRTCategory=Re-balance, IFL=false2022.0773.6475.84
BLSoftmaxCategory=Re-balance, IFL=false2022.0772.6475.25
LWSCategory=Re-balance, IFL=false2022.0772.675.66
BaselineCategory=Re-balance, IFL=false2022.0772.3476.61