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ResearchFormerly WizWand

Image Classification on ImageNet-Sketch 1.0 (test)

46.03Top-1 AccViT-B/16 + PyramidAT
3.774814.744925.71536.6851Nov 30, 2021Sep 5, 2022Jun 11, 2023Mar 16, 2024Dec 20, 2024Sep 25, 2025Jul 2, 2026
Updated 4mo ago

Evaluation results

MethodLinks
ViT-B/16 + PyramidATExtra Data=IM-21k2021.1146.03
Discrete ViTExtra Data=IM-21k2021.1144.72
ViT-B/16 + PyramidATExtra Data=None2021.1141.04
Discrete ViTExtra Data=None2021.1139.1
Robust ViTExtra Data=None2021.1136
ConViT-BExtra Data=None2021.1135.7
Swin-BExtra Data=None2021.1132.4
HO-HEClassifier=ResNet-502026.0726.77
RealismClassifier=ResNet-502026.0725.3
Random SamplingClassifier=ResNet-502026.0725.29
SBSimClassifier=ResNet-502026.0724.378
CLIP-AlignClassifier=ResNet-502026.0724.201
OriginalClassifier=ResNet-502026.0717.34
RELICv2Epochs=3000, Evaluation=Linear evaluation, Pre-training dataset=JFT-300M2022.018.7
RELICv2Epochs=1000, Evaluation=Linear evaluation, Pre-training dataset=JFT-300M2022.016.7
RELICv2Epochs=5000, Evaluation=Linear evaluation, Pre-training dataset=JFT-300M2022.015.4