Collections:
  - Name: Transformer in Transformer
    Metadata:
      Training Data: ImageNet-1k
    Paper:
      URL: https://arxiv.org/abs/2103.00112
      Title: "Transformer in Transformer"
    README: configs/tnt/README.md
    Code:
      URL: https://github.com/open-mmlab/mmpretrain/blob/v0.15.0/mmcls/models/backbones/tnt.py#L203
      Version: v0.15.0

Models:
  - Name: tnt-small-p16_3rdparty_in1k
    Metadata:
      FLOPs: 3360000000
      Parameters: 23760000
    In Collection: Transformer in Transformer
    Results:
      - Dataset: ImageNet-1k
        Metrics:
          Top 1 Accuracy: 81.52
          Top 5 Accuracy: 95.73
        Task: Image Classification
    Weights: https://download.openmmlab.com/mmclassification/v0/tnt/tnt-small-p16_3rdparty_in1k_20210903-c56ee7df.pth
    Config: configs/tnt/tnt-s-p16_16xb64_in1k.py
    Converted From:
      Weights: https://github.com/contrastive/pytorch-image-models/releases/download/TNT/tnt_s_patch16_224.pth.tar
      Code: https://github.com/contrastive/pytorch-image-models/blob/809271b0f3e5d9be4e11c0c5cec1dbba8b5e2c60/timm/models/tnt.py#L144