Searching for Better ViT Baselines - a timm Collection

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Searching for Better ViT Baselines

MobileNetV4 pretrained weights

timm Top-20 ImageNet-1k Models

timm Top-20 Fastest Models

timm ImageNet-12k Models

timm Takes on the Classics

Fastest timm models > 75.3% IN-1k Top-1 (Original ResNet-50)

Fastest timm models > 80% Top-1 ImageNet-1k

Fastest timm models > 83% ImageNet-1k Top-1

Fastest timm models > 86% ImageNet-1k Top-1

Fastest timm models > 88% ImageNet-1k Top-1

All the ImageNets

Fine-Tune Image Classification Benchmark Datasets

timm tiny test models

Searching for Better ViT Baselines

updated 9 days ago

Exploring ViT hparams and model shapes for the GPU poor (between tiny and base).