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ResearchFormerly WizWand

Image Classification on CIFAR100 Subset (Accuracy)

61.1AccuracyGIF-SD
33.95641.00348.0555.097Nov 25, 2022
Updated 8mo ago

Evaluation results

MethodLinks
GIF-SDBackbone=ResNet-50, Expansion Factor=5x2022.1161.1
GIF-SDBackbone=ResNet-50, Expansion Ratio=5x2022.1161.1
GIF-DALLEBackbone=ResNet-50, Expansion Factor=5x2022.1154.5
GIF-DALLEBackbone=ResNet-50, Expansion Ratio=5x2022.1154.5
SDBackbone=ResNet-50, Expansion Factor=5x2022.1152.9
SDBackbone=ResNet-50, Expansion Ratio=5x2022.1152.9
GIF-MAEBackbone=ResNet-50, Expansion Factor=5x2022.1152.7
GIF-MAEBackbone=ResNet-50, Expansion Ratio=5x2022.1152.7
DALL-E2Backbone=ResNet-50, Expansion Factor=5x2022.1152.1
DALL-E2Backbone=ResNet-50, Expansion Ratio=5x2022.1152.1
GridMaskBackbone=ResNet-50, Expansion Ratio=5x2022.1148.2
RandAugmentBackbone=ResNet-50, Expansion Ratio=5x2022.1146.7
MAEBackbone=ResNet-50, Expansion Factor=5x2022.1144.3
CutoutBackbone=ResNet-50, Expansion Ratio=5x2022.1144.3
MAEBackbone=ResNet-50, Expansion Ratio=5x2022.1144.3
CLIPBackbone=CLIP2022.1141.6
Distillation of CLIPBackbone=ResNet-502022.1137.8
OriginalBackbone=ResNet-50, Expansion Factor=1x2022.1135
OriginalBackbone=ResNet-50, Expansion Ratio=1x2022.1135