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ResearchFormerly WizWand

Image Classification on Generic Image Dataset 224x224

86.26Peak Training Memory (MB)Inference
50.1596293.8373537.515781.1927Oct 3, 2025
Updated 8mo ago

Evaluation results

MethodLinks
InferenceBackbone=ViT2025.1086.26—
Fisher InformationBackbone=ViT2025.1086.27386.6
Transfer LearningBackbone=ViT2025.1086.46—
AdaBetBackbone=ViT2025.1093.6486.26
Last-K LayersBackbone=ViT2025.10103.1—
ElasticTrainerBackbone=ViT2025.10138.05386.6
InferenceBackbone=ResNet502025.10243.04—
Transfer LearningBackbone=ResNet502025.10243.3—
AdaBetBackbone=ResNet502025.10261.78243.04
Last-K LayersBackbone=ResNet502025.10263.19—
Fisher InformationBackbone=ResNet502025.10270.98777.12
ElasticTrainerBackbone=ResNet502025.10299.66777.12
InferenceBackbone=MobileNetV22025.10315.86—
Transfer LearningBackbone=MobileNetV22025.10316.02—
Fisher InformationBackbone=MobileNetV22025.10316.02373.58
AdaBetBackbone=MobileNetV22025.10318.5315.86
Last-K LayersBackbone=MobileNetV22025.10319.46—
ElasticTrainerBackbone=MobileNetV22025.10322.13373.58
Full TrainingBackbone=MobileNetV22025.10373.58—
PruneTrainBackbone=MobileNetV22025.10373.58373.58
Full TrainingBackbone=ViT2025.10386.6—
PruneTrainBackbone=ViT2025.10386.6386.6
Full TrainingBackbone=ResNet502025.10777.12—
PruneTrainBackbone=ResNet502025.10777.12777.12
InferenceBackbone=VGG162025.10932.21—
Transfer LearningBackbone=VGG162025.10932.27—
Fisher InformationBackbone=VGG162025.10932.28988.77
Last-K LayersBackbone=VGG162025.10932.41—
AdaBetBackbone=VGG162025.10932.45932.21
ElasticTrainerBackbone=VGG162025.10969.44988.77
Full TrainingBackbone=VGG162025.10988.77—
PruneTrainBackbone=VGG162025.10988.77988.77