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ResearchFormerly WizWand

Binary Classification on COCO-GB CB

58.8AccuracyConBias
55.6856.4957.358.11Sep 26, 2024
Updated 8mo ago

Evaluation results

MethodLinks
ConBiasBase method=Baseline2024.0958.8
CONBIASBackbone=ResNet-50, Pre-trained=ImageNet, Augmentation=CONBIAS2024.0958.8
Baseline + ALIAAugmentation=ALIA2024.0958.7
ALIABackbone=ResNet-50, Pre-trained=ImageNet, Augmentation=ALIA2024.0958.7
Baseline2024.0958.5
BaselineBackbone=ResNet-50, Pre-trained=ImageNet2024.0958.5
Baseline + CutMixAugmentation=CutMix2024.0957.4
CutMixBackbone=ResNet-50, Pre-trained=ImageNet, Augmentation=CutMix2024.0957.4
Baseline + RandAugAugmentation=RandAug2024.0955.8
RandAugBackbone=ResNet-50, Pre-trained=ImageNet, Augmentation=RandAug2024.0955.8