mrl-convnext-tiny

We provide a ConvNeXt-Tiny model trained with Matryoshka Representation Learning (MRL) from scratch on ImageNet-1K, adapted from the original repository. We train with a Matryoshka Loss at [d] = {48, 96, 192, 384, 786},

drawing Top-1 Retrieval Accuracy (1-nearest neighbor) of mrl-convnext-tiny on ImageNet-1K with Exact search and IVF search across vector dimensionality.

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Inference Examples

Image Classification

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aniketr
/

mrl-convnext-tiny

mrl-convnext-tiny

Dataset used to train aniketr/mrl-convnext-tiny