List your company
ResearchFormerly WizWand

Image Classification on SI-Score-9 background-shifted (test)

0.69Test AccuracyBYOL + BG-HardMix (GT)
0.551680.587590.62350.65941Jul 30, 2021
Updated 8mo ago

Evaluation results

MethodLinks
BYOL + BG-HardMix (GT)Augmentation=+BG-HardMix (GT), Evaluation protocol=Linear classifier, Training dataset=ImageNet-92021.070.69
MoCov2 + BG-HardMix (GT)Augmentation=+BG-HardMix (GT), Evaluation protocol=Linear classifier, Training dataset=ImageNet-92021.070.687
MoCov2 + BG-Mixup (CAM)Augmentation=+BG-Mixup (CAM), Evaluation protocol=Linear classifier, Training dataset=ImageNet-92021.070.635
BYOL + BG-Mixup (CAM)Augmentation=+BG-Mixup (CAM), Evaluation protocol=Linear classifier, Training dataset=ImageNet-92021.070.6277
MoCov2Augmentation=Baseline, Evaluation protocol=Linear classifier, Training dataset=ImageNet-92021.070.5904
MoCov2 + MixupAugmentation=Mixup [41], Evaluation protocol=Linear classifier, Training dataset=ImageNet-92021.070.586
BYOL + MixupAugmentation=Mixup [41], Evaluation protocol=Linear classifier, Training dataset=ImageNet-92021.070.5815
MoCov2 + CutMixAugmentation=CutMix [42], Evaluation protocol=Linear classifier, Training dataset=ImageNet-92021.070.5633
BYOL + CutMixAugmentation=CutMix [42], Evaluation protocol=Linear classifier, Training dataset=ImageNet-92021.070.5578
BYOLAugmentation=Baseline, Evaluation protocol=Linear classifier, Training dataset=ImageNet-92021.070.557