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ResearchFormerly WizWand

Classification on MSCOCO (GLT protocol)

69.09AccuracyRIDE
63.380464.862766.34567.8273Jul 19, 2022
Updated 8mo ago

Evaluation results

MethodLinks
RIDECategory=Ensemble, IFL=true2022.0769.0972.57
MixupCategory=Augment, IFL=true2022.0768.8374.84
RIDECategory=Ensemble, IFL=false2022.0768.5972.2
RandAugCategory=Augment, IFL=true2022.0768.1673.97
RandAugCategory=Augment, IFL=false2022.0767.7172.73
Logit-AdjCategory=Re-balance, IFL=true2022.0767.5370.18
TADECategory=Ensemble, IFL=true2022.0767.3872.42
LDAMCategory=Re-balance, IFL=false2022.0767.2670.7
TADECategory=Ensemble, IFL=false2022.0766.9871.22
CRTCategory=Re-balance, IFL=true2022.0766.971.34
LWSCategory=Re-balance, IFL=true2022.0766.5571.49
Logit-AdjCategory=Re-balance, IFL=false2022.0766.1768.35
Deconfound-TDECategory=Re-balance, IFL=false2022.0766.0768.2
BaselineCategory=Re-balance, IFL=true2022.0765.3172.24
BLSoftmaxCategory=Re-balance, IFL=true2022.0764.7670
CRTCategory=Re-balance, IFL=false2022.0764.6968.33
BBNCategory=Re-balance, IFL=false2022.0764.4870.2
MixupCategory=Augment, IFL=false2022.0764.4571.13
BLSoftmaxCategory=Re-balance, IFL=false2022.0764.0768.59
BaselineCategory=Re-balance, IFL=false2022.0763.7970.52
LWSCategory=Re-balance, IFL=false2022.0763.668.81