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ResearchFormerly WizWand

Classification on OLIVES

95Balanced AccuracyViT/1DConv
71.0877.2983.589.71Jul 13, 2023
Updated 8mo ago

Evaluation results

MethodLinks
ViT/1DConvSFE=ViT, VFA=1DConv, #slices at test time=252023.079597
ViT/FAT (noPE)SFE=ViT, VFA=FAT (noPE), #slices at test time=all2023.079599
ViT/VLFATSFE=ViT, VFA=VLFAT, #slices at test time=all2023.079597
FE ViViTSFE=FE, VFA=ViViT, #slices at test time=252023.079398
FSA ViViTSFE=FSA, VFA=ViViT, #slices at test time=242023.079298
ViT/MPSFE=ViT, VFA=MP, #slices at test time=all2023.079098
ViT/FATSFE=ViT, VFA=FAT, #slices at test time=25, input length=fixed in both training and test time2023.078895
ViT/FAT (sinPE)SFE=ViT, VFA=FAT (sinPE), #slices at test time=all2023.078796
ResNet18/MPSFE=ResNet18, VFA=MP, #slices at test time=all2023.078393
ViT/APSFE=ViT, VFA=AP, #slices at test time=all2023.078297
ResNet18/APSFE=ResNet18, VFA=AP, #slices at test time=all2023.077283