All the ImageNets - a timm Collection

timm 's Collections

Perception Encoder

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

All the ImageNets

updated Sep 19, 2025

Noteworthy instances of ImageNet on the Hub. Vetted and tested with timm train and validation scripts.

ILSVRC/imagenet-1k

Viewer • Updated Sep 17, 2025 • 1.43M • 67.4k • 699

Note The standard ImageNet-1k dataset, in builder script + JPEG format. 1000 classes. Train, validation, and test splits.
timm/imagenet-1k-wds

Viewer • Updated Jan 7, 2024 • 80.7k • 6.39k • 30

Note The standard ImageNet-1k dataset, in webdataset + JPEG format. 1000 classes.. Train & validation splits.
timm/imagenet-w21-wds

Viewer • Updated Jan 7, 2024 • 60.1k • 1.13k • 6

Note Full ImageNet Winter21 release in webdataset + JPEG format. 19127 classes. No splits.
timm/imagenet-w21-webp-wds

Viewer • Updated Jan 7, 2024 • 113k • 692 • 3

Note Full ImageNet Winter21 release in webdataset + webp format. 19127 classes. No splits.
timm/imagenet-w21-p

Viewer • Updated Jan 7, 2024 • 11.6M • 190 • 5

Note ImageNet-21-P (ImageNet-21K Pretraining for the Masses) with Winter21 in parquet + webp format. 10450 classes. Train & validation split.
timm/imagenet-12k-wds

Viewer • Updated Jan 7, 2024 • 127k • 1.14k • 10

Note ImageNet-12k subset from Fall11, in webdataset + JPEG format. 11821 classes. Train & validation split.
timm/imagenet-22k-wds

Viewer • Updated Jan 29, 2024 • 123k • 3.78k • 15
timm/mini-imagenet

Viewer • Updated Nov 20, 2024 • 65k • 5.84k • 19