mmpretrain/configs/xcit/metafile.yml

Collections:
  - Name: XCiT
    Metadata:
      Architecture:
        - Class Attention
        - Local Patch Interaction
        - Cross-Covariance Attention
    Paper:
      Title: 'XCiT: Cross-Covariance Image Transformers'
      URL: https://arxiv.org/abs/2106.09681
    README: configs/xcit/README.md

Models:
  - Name: xcit-nano-12-p16_3rdparty_in1k
    Metadata:
      FLOPs: 557074560
      Parameters: 3053224
      Training Data: ImageNet-1k
    In Collection: XCiT
    Results:
      - Dataset: ImageNet-1k
        Metrics:
          Top 1 Accuracy: 70.35
          Top 5 Accuracy: 89.98
        Task: Image Classification
    Weights: https://download.openmmlab.com/mmclassification/v0/xcit/xcit-nano-12-p16_3rdparty_in1k_20230213-ed776c38.pth
    Config: configs/xcit/xcit-nano-12-p16_8xb128_in1k.py
    Converted From:
      Code: https://github.com/facebookresearch/xcit
      Weights: https://dl.fbaipublicfiles.com/xcit/xcit_nano_12_p16_224.pth
  - Name: xcit-nano-12-p16_3rdparty-dist_in1k
    Metadata:
      FLOPs: 557074560
      Parameters: 3053224
      Training Data: ImageNet-1k
    In Collection: XCiT
    Results:
      - Dataset: ImageNet-1k
        Metrics:
          Top 1 Accuracy: 72.36
          Top 5 Accuracy: 91.02
        Task: Image Classification
    Weights: https://download.openmmlab.com/mmclassification/v0/xcit/xcit-nano-12-p16_3rdparty-dist_in1k_20230213-fb247f7b.pth
    Config: configs/xcit/xcit-nano-12-p16_8xb128_in1k.py
    Converted From:
      Code: https://github.com/facebookresearch/xcit
      Weights: https://dl.fbaipublicfiles.com/xcit/xcit_nano_12_p16_224_dist.pth
  - Name: xcit-tiny-12-p16_3rdparty_in1k
    Metadata:
      FLOPs: 1239698112
      Parameters: 6716272
      Training Data: ImageNet-1k
    In Collection: XCiT
    Results:
      - Dataset: ImageNet-1k
        Metrics:
          Top 1 Accuracy: 77.21
          Top 5 Accuracy: 93.62
        Task: Image Classification
    Weights: https://download.openmmlab.com/mmclassification/v0/xcit/xcit-tiny-12-p16_3rdparty_in1k_20230213-82c547ca.pth
    Config: configs/xcit/xcit-tiny-12-p16_8xb128_in1k.py
    Converted From:
      Code: https://github.com/facebookresearch/xcit
      Weights: https://dl.fbaipublicfiles.com/xcit/xcit_tiny_12_p16_224.pth
  - Name: xcit-tiny-12-p16_3rdparty-dist_in1k
    Metadata:
      FLOPs: 1239698112
      Parameters: 6716272
      Training Data: ImageNet-1k
    In Collection: XCiT
    Results:
      - Dataset: ImageNet-1k
        Metrics:
          Top 1 Accuracy: 78.7
          Top 5 Accuracy: 94.12
        Task: Image Classification
    Weights: https://download.openmmlab.com/mmclassification/v0/xcit/xcit-tiny-12-p16_3rdparty-dist_in1k_20230213-d5fde0a3.pth
    Config: configs/xcit/xcit-tiny-12-p16_8xb128_in1k.py
    Converted From:
      Code: https://github.com/facebookresearch/xcit
      Weights: https://dl.fbaipublicfiles.com/xcit/xcit_tiny_12_p16_224_dist.pth
  - Name: xcit-nano-12-p16_3rdparty-dist_in1k-384px
    Metadata:
      FLOPs: 1636347520
      Parameters: 3053224
      Training Data: ImageNet-1k
    In Collection: XCiT
    Results:
      - Dataset: ImageNet-1k
        Metrics:
          Top 1 Accuracy: 74.93
          Top 5 Accuracy: 92.42
        Task: Image Classification
    Weights: https://download.openmmlab.com/mmclassification/v0/xcit/xcit-nano-12-p16_3rdparty-dist_in1k-384px_20230213-712db4d4.pth
    Config: configs/xcit/xcit-nano-12-p16_8xb128_in1k-384px.py
    Converted From:
      Code: https://github.com/facebookresearch/xcit
      Weights: https://dl.fbaipublicfiles.com/xcit/xcit_nano_12_p16_384_dist.pth
  - Name: xcit-nano-12-p8_3rdparty_in1k
    Metadata:
      FLOPs: 2156861056
      Parameters: 3049016
      Training Data: ImageNet-1k
    In Collection: XCiT
    Results:
      - Dataset: ImageNet-1k
        Metrics:
          Top 1 Accuracy: 73.8
          Top 5 Accuracy: 92.08
        Task: Image Classification
    Weights: https://download.openmmlab.com/mmclassification/v0/xcit/xcit-nano-12-p8_3rdparty_in1k_20230213-3370c293.pth
    Config: configs/xcit/xcit-nano-12-p8_8xb128_in1k.py
    Converted From:
      Code: https://github.com/facebookresearch/xcit
      Weights: https://dl.fbaipublicfiles.com/xcit/xcit_nano_12_p8_224.pth
  - Name: xcit-nano-12-p8_3rdparty-dist_in1k
    Metadata:
      FLOPs: 2156861056
      Parameters: 3049016
      Training Data: ImageNet-1k
    In Collection: XCiT
    Results:
      - Dataset: ImageNet-1k
        Metrics:
          Top 1 Accuracy: 76.17
          Top 5 Accuracy: 93.08
        Task: Image Classification
    Weights: https://download.openmmlab.com/mmclassification/v0/xcit/xcit-nano-12-p8_3rdparty-dist_in1k_20230213-2f87d2b3.pth
    Config: configs/xcit/xcit-nano-12-p8_8xb128_in1k.py
    Converted From:
      Code: https://github.com/facebookresearch/xcit
      Weights: https://dl.fbaipublicfiles.com/xcit/xcit_nano_12_p8_224_dist.pth
  - Name: xcit-tiny-24-p16_3rdparty_in1k
    Metadata:
      FLOPs: 2339305152
      Parameters: 12116896
      Training Data: ImageNet-1k
    In Collection: XCiT
    Results:
      - Dataset: ImageNet-1k
        Metrics:
          Top 1 Accuracy: 79.47
          Top 5 Accuracy: 94.85
        Task: Image Classification
    Weights: https://download.openmmlab.com/mmclassification/v0/xcit/xcit-tiny-24-p16_3rdparty_in1k_20230213-366c1cd0.pth
    Config: configs/xcit/xcit-tiny-24-p16_8xb128_in1k.py
    Converted From:
      Code: https://github.com/facebookresearch/xcit
      Weights: https://dl.fbaipublicfiles.com/xcit/xcit_tiny_24_p16_224.pth
  - Name: xcit-tiny-24-p16_3rdparty-dist_in1k
    Metadata:
      FLOPs: 2339305152
      Parameters: 12116896
      Training Data: ImageNet-1k
    In Collection: XCiT
    Results:
      - Dataset: ImageNet-1k
        Metrics:
          Top 1 Accuracy: 80.51
          Top 5 Accuracy: 95.17
        Task: Image Classification
    Weights: https://download.openmmlab.com/mmclassification/v0/xcit/xcit-tiny-24-p16_3rdparty-dist_in1k_20230213-b472e80a.pth
    Config: configs/xcit/xcit-tiny-24-p16_8xb128_in1k.py
    Converted From:
      Code: https://github.com/facebookresearch/xcit
      Weights: https://dl.fbaipublicfiles.com/xcit/xcit_tiny_24_p16_224_dist.pth
  - Name: xcit-tiny-12-p16_3rdparty-dist_in1k-384px
    Metadata:
      FLOPs: 3641468352
      Parameters: 6716272
      Training Data: ImageNet-1k
    In Collection: XCiT
    Results:
      - Dataset: ImageNet-1k
        Metrics:
          Top 1 Accuracy: 80.58
          Top 5 Accuracy: 95.38
        Task: Image Classification
    Weights: https://download.openmmlab.com/mmclassification/v0/xcit/xcit-tiny-12-p16_3rdparty-dist_in1k-384px_20230213-00a20023.pth
    Config: configs/xcit/xcit-tiny-12-p16_8xb128_in1k-384px.py
    Converted From:
      Code: https://github.com/facebookresearch/xcit
      Weights: https://dl.fbaipublicfiles.com/xcit/xcit_tiny_12_p16_384_dist.pth
  - Name: xcit-tiny-12-p8_3rdparty_in1k
    Metadata:
      FLOPs: 4807399872
      Parameters: 6706504
      Training Data: ImageNet-1k
    In Collection: XCiT
    Results:
      - Dataset: ImageNet-1k
        Metrics:
          Top 1 Accuracy: 79.75
          Top 5 Accuracy: 94.88
        Task: Image Classification
    Weights: https://download.openmmlab.com/mmclassification/v0/xcit/xcit-tiny-12-p8_3rdparty_in1k_20230213-8b02f8f5.pth
    Config: configs/xcit/xcit-tiny-12-p8_8xb128_in1k.py
    Converted From:
      Code: https://github.com/facebookresearch/xcit
      Weights: https://dl.fbaipublicfiles.com/xcit/xcit_tiny_12_p8_224.pth
  - Name: xcit-tiny-12-p8_3rdparty-dist_in1k
    Metadata:
      FLOPs: 4807399872
      Parameters: 6706504
      Training Data: ImageNet-1k
    In Collection: XCiT
    Results:
      - Dataset: ImageNet-1k
        Metrics:
          Top 1 Accuracy: 81.26
          Top 5 Accuracy: 95.46
        Task: Image Classification
    Weights: https://download.openmmlab.com/mmclassification/v0/xcit/xcit-tiny-12-p8_3rdparty-dist_in1k_20230213-f3f9b44f.pth
    Config: configs/xcit/xcit-tiny-12-p8_8xb128_in1k.py
    Converted From:
      Code: https://github.com/facebookresearch/xcit
      Weights: https://dl.fbaipublicfiles.com/xcit/xcit_tiny_12_p8_224_dist.pth
  - Name: xcit-small-12-p16_3rdparty_in1k
    Metadata:
      FLOPs: 4814951808
      Parameters: 26253304
      Training Data: ImageNet-1k
    In Collection: XCiT
    Results:
      - Dataset: ImageNet-1k
        Metrics:
          Top 1 Accuracy: 81.87
          Top 5 Accuracy: 95.77
        Task: Image Classification
    Weights: https://download.openmmlab.com/mmclassification/v0/xcit/xcit-small-12-p16_3rdparty_in1k_20230213-d36779d2.pth
    Config: configs/xcit/xcit-small-12-p16_8xb128_in1k.py
    Converted From:
      Code: https://github.com/facebookresearch/xcit
      Weights: https://dl.fbaipublicfiles.com/xcit/xcit_small_12_p16_224.pth
  - Name: xcit-small-12-p16_3rdparty-dist_in1k
    Metadata:
      FLOPs: 4814951808
      Parameters: 26253304
      Training Data: ImageNet-1k
    In Collection: XCiT
    Results:
      - Dataset: ImageNet-1k
        Metrics:
          Top 1 Accuracy: 83.12
          Top 5 Accuracy: 96.41
        Task: Image Classification
    Weights: https://download.openmmlab.com/mmclassification/v0/xcit/xcit-small-12-p16_3rdparty-dist_in1k_20230213-c95bbae1.pth
    Config: configs/xcit/xcit-small-12-p16_8xb128_in1k.py
    Converted From:
      Code: https://github.com/facebookresearch/xcit
      Weights: https://dl.fbaipublicfiles.com/xcit/xcit_small_12_p16_224_dist.pth
  - Name: xcit-nano-12-p8_3rdparty-dist_in1k-384px
    Metadata:
      FLOPs: 6337760896
      Parameters: 3049016
      Training Data: ImageNet-1k
    In Collection: XCiT
    Results:
      - Dataset: ImageNet-1k
        Metrics:
          Top 1 Accuracy: 77.69
          Top 5 Accuracy: 94.09
        Task: Image Classification
    Weights: https://download.openmmlab.com/mmclassification/v0/xcit/xcit-nano-12-p8_3rdparty-dist_in1k-384px_20230213-09d925ef.pth
    Config: configs/xcit/xcit-nano-12-p8_8xb128_in1k-384px.py
    Converted From:
      Code: https://github.com/facebookresearch/xcit
      Weights: https://dl.fbaipublicfiles.com/xcit/xcit_nano_12_p8_384_dist.pth
  - Name: xcit-tiny-24-p16_3rdparty-dist_in1k-384px
    Metadata:
      FLOPs: 6872966592
      Parameters: 12116896
      Training Data: ImageNet-1k
    In Collection: XCiT
    Results:
      - Dataset: ImageNet-1k
        Metrics:
          Top 1 Accuracy: 82.43
          Top 5 Accuracy: 96.2
        Task: Image Classification
    Weights: https://download.openmmlab.com/mmclassification/v0/xcit/xcit-tiny-24-p16_3rdparty-dist_in1k-384px_20230213-20e13917.pth
    Config: configs/xcit/xcit-tiny-24-p16_8xb128_in1k-384px.py
    Converted From:
      Code: https://github.com/facebookresearch/xcit
      Weights: https://dl.fbaipublicfiles.com/xcit/xcit_tiny_24_p16_384_dist.pth
  - Name: xcit-small-24-p16_3rdparty_in1k
    Metadata:
      FLOPs: 9095064960
      Parameters: 47671384
      Training Data: ImageNet-1k
    In Collection: XCiT
    Results:
      - Dataset: ImageNet-1k
        Metrics:
          Top 1 Accuracy: 82.38
          Top 5 Accuracy: 95.93
        Task: Image Classification
    Weights: https://download.openmmlab.com/mmclassification/v0/xcit/xcit-small-24-p16_3rdparty_in1k_20230213-40febe38.pth
    Config: configs/xcit/xcit-small-24-p16_8xb128_in1k.py
    Converted From:
      Code: https://github.com/facebookresearch/xcit
      Weights: https://dl.fbaipublicfiles.com/xcit/xcit_small_24_p16_224.pth
  - Name: xcit-small-24-p16_3rdparty-dist_in1k
    Metadata:
      FLOPs: 9095064960
      Parameters: 47671384
      Training Data: ImageNet-1k
    In Collection: XCiT
    Results:
      - Dataset: ImageNet-1k
        Metrics:
          Top 1 Accuracy: 83.7
          Top 5 Accuracy: 96.61
        Task: Image Classification
    Weights: https://download.openmmlab.com/mmclassification/v0/xcit/xcit-small-24-p16_3rdparty-dist_in1k_20230213-130d7262.pth
    Config: configs/xcit/xcit-small-24-p16_8xb128_in1k.py
    Converted From:
      Code: https://github.com/facebookresearch/xcit
      Weights: https://dl.fbaipublicfiles.com/xcit/xcit_small_24_p16_224_dist.pth
  - Name: xcit-tiny-24-p8_3rdparty_in1k
    Metadata:
      FLOPs: 9205828032
      Parameters: 12107128
      Training Data: ImageNet-1k
    In Collection: XCiT
    Results:
      - Dataset: ImageNet-1k
        Metrics:
          Top 1 Accuracy: 81.7
          Top 5 Accuracy: 95.9
        Task: Image Classification
    Weights: https://download.openmmlab.com/mmclassification/v0/xcit/xcit-tiny-24-p8_3rdparty_in1k_20230213-4b9ba392.pth
    Config: configs/xcit/xcit-tiny-24-p8_8xb128_in1k.py
    Converted From:
      Code: https://github.com/facebookresearch/xcit
      Weights: https://dl.fbaipublicfiles.com/xcit/xcit_tiny_24_p8_224.pth
  - Name: xcit-tiny-24-p8_3rdparty-dist_in1k
    Metadata:
      FLOPs: 9205828032
      Parameters: 12107128
      Training Data: ImageNet-1k
    In Collection: XCiT
    Results:
      - Dataset: ImageNet-1k
        Metrics:
          Top 1 Accuracy: 82.62
          Top 5 Accuracy: 96.16
        Task: Image Classification
    Weights: https://download.openmmlab.com/mmclassification/v0/xcit/xcit-tiny-24-p8_3rdparty-dist_in1k_20230213-ad9c44b0.pth
    Config: configs/xcit/xcit-tiny-24-p8_8xb128_in1k.py
    Converted From:
      Code: https://github.com/facebookresearch/xcit
      Weights: https://dl.fbaipublicfiles.com/xcit/xcit_tiny_24_p8_224_dist.pth
  - Name: xcit-tiny-12-p8_3rdparty-dist_in1k-384px
    Metadata:
      FLOPs: 14126142912
      Parameters: 6706504
      Training Data: ImageNet-1k
    In Collection: XCiT
    Results:
      - Dataset: ImageNet-1k
        Metrics:
          Top 1 Accuracy: 82.46
          Top 5 Accuracy: 96.22
        Task: Image Classification
    Weights: https://download.openmmlab.com/mmclassification/v0/xcit/xcit-tiny-12-p8_3rdparty-dist_in1k-384px_20230213-a072174a.pth
    Config: configs/xcit/xcit-tiny-12-p8_8xb128_in1k-384px.py
    Converted From:
      Code: https://github.com/facebookresearch/xcit
      Weights: https://dl.fbaipublicfiles.com/xcit/xcit_tiny_12_p8_384_dist.pth
  - Name: xcit-small-12-p16_3rdparty-dist_in1k-384px
    Metadata:
      FLOPs: 14143179648
      Parameters: 26253304
      Training Data: ImageNet-1k
    In Collection: XCiT
    Results:
      - Dataset: ImageNet-1k
        Metrics:
          Top 1 Accuracy: 84.74
          Top 5 Accuracy: 97.19
        Task: Image Classification
    Weights: https://download.openmmlab.com/mmclassification/v0/xcit/xcit-small-12-p16_3rdparty-dist_in1k-384px_20230213-ba36c982.pth
    Config: configs/xcit/xcit-small-12-p16_8xb128_in1k-384px.py
    Converted From:
      Code: https://github.com/facebookresearch/xcit
      Weights: https://dl.fbaipublicfiles.com/xcit/xcit_small_12_p16_384_dist.pth
  - Name: xcit-medium-24-p16_3rdparty_in1k
    Metadata:
      FLOPs: 16129561088
      Parameters: 84395752
      Training Data: ImageNet-1k
    In Collection: XCiT
    Results:
      - Dataset: ImageNet-1k
        Metrics:
          Top 1 Accuracy: 82.56
          Top 5 Accuracy: 95.82
        Task: Image Classification
    Weights: https://download.openmmlab.com/mmclassification/v0/xcit/xcit-medium-24-p16_3rdparty_in1k_20230213-ad0aa92e.pth
    Config: configs/xcit/xcit-medium-24-p16_8xb128_in1k.py
    Converted From:
      Code: https://github.com/facebookresearch/xcit
      Weights: https://dl.fbaipublicfiles.com/xcit/xcit_medium_24_p16_224.pth
  - Name: xcit-medium-24-p16_3rdparty-dist_in1k
    Metadata:
      FLOPs: 16129561088
      Parameters: 84395752
      Training Data: ImageNet-1k
    In Collection: XCiT
    Results:
      - Dataset: ImageNet-1k
        Metrics:
          Top 1 Accuracy: 84.15
          Top 5 Accuracy: 96.82
        Task: Image Classification
    Weights: https://download.openmmlab.com/mmclassification/v0/xcit/xcit-medium-24-p16_3rdparty-dist_in1k_20230213-aca5cd0c.pth
    Config: configs/xcit/xcit-medium-24-p16_8xb128_in1k.py
    Converted From:
      Code: https://github.com/facebookresearch/xcit
      Weights: https://dl.fbaipublicfiles.com/xcit/xcit_medium_24_p16_224_dist.pth
  - Name: xcit-small-12-p8_3rdparty_in1k
    Metadata:
      FLOPs: 18691601280
      Parameters: 26213032
      Training Data: ImageNet-1k
    In Collection: XCiT
    Results:
      - Dataset: ImageNet-1k
        Metrics:
          Top 1 Accuracy: 83.21
          Top 5 Accuracy: 96.41
        Task: Image Classification
    Weights: https://download.openmmlab.com/mmclassification/v0/xcit/xcit-small-12-p8_3rdparty_in1k_20230213-9e364ce3.pth
    Config: configs/xcit/xcit-small-12-p8_8xb128_in1k.py
    Converted From:
      Code: https://github.com/facebookresearch/xcit
      Weights: https://dl.fbaipublicfiles.com/xcit/xcit_small_12_p8_224.pth
  - Name: xcit-small-12-p8_3rdparty-dist_in1k
    Metadata:
      FLOPs: 18691601280
      Parameters: 26213032
      Training Data: ImageNet-1k
    In Collection: XCiT
    Results:
      - Dataset: ImageNet-1k
        Metrics:
          Top 1 Accuracy: 83.97
          Top 5 Accuracy: 96.81
        Task: Image Classification
    Weights: https://download.openmmlab.com/mmclassification/v0/xcit/xcit-small-12-p8_3rdparty-dist_in1k_20230213-71886580.pth
    Config: configs/xcit/xcit-small-12-p8_8xb128_in1k.py
    Converted From:
      Code: https://github.com/facebookresearch/xcit
      Weights: https://dl.fbaipublicfiles.com/xcit/xcit_small_12_p8_224_dist.pth
  - Name: xcit-small-24-p16_3rdparty-dist_in1k-384px
    Metadata:
      FLOPs: 26721471360
      Parameters: 47671384
      Training Data: ImageNet-1k
    In Collection: XCiT
    Results:
      - Dataset: ImageNet-1k
        Metrics:
          Top 1 Accuracy: 85.1
          Top 5 Accuracy: 97.32
        Task: Image Classification
    Weights: https://download.openmmlab.com/mmclassification/v0/xcit/xcit-small-24-p16_3rdparty-dist_in1k-384px_20230213-28fa2d0e.pth
    Config: configs/xcit/xcit-small-24-p16_8xb128_in1k-384px.py
    Converted From:
      Code: https://github.com/facebookresearch/xcit
      Weights: https://dl.fbaipublicfiles.com/xcit/xcit_small_24_p16_384_dist.pth
  - Name: xcit-tiny-24-p8_3rdparty-dist_in1k-384px
    Metadata:
      FLOPs: 27052135872
      Parameters: 12107128
      Training Data: ImageNet-1k
    In Collection: XCiT
    Results:
      - Dataset: ImageNet-1k
        Metrics:
          Top 1 Accuracy: 83.77
          Top 5 Accuracy: 96.72
        Task: Image Classification
    Weights: https://download.openmmlab.com/mmclassification/v0/xcit/xcit-tiny-24-p8_3rdparty-dist_in1k-384px_20230213-30d5e5ec.pth
    Config: configs/xcit/xcit-tiny-24-p8_8xb128_in1k-384px.py
    Converted From:
      Code: https://github.com/facebookresearch/xcit
      Weights: https://dl.fbaipublicfiles.com/xcit/xcit_tiny_24_p8_384_dist.pth
  - Name: xcit-small-24-p8_3rdparty_in1k
    Metadata:
      FLOPs: 35812053888
      Parameters: 47631112
      Training Data: ImageNet-1k
    In Collection: XCiT
    Results:
      - Dataset: ImageNet-1k
        Metrics:
          Top 1 Accuracy: 83.62
          Top 5 Accuracy: 96.51
        Task: Image Classification
    Weights: https://download.openmmlab.com/mmclassification/v0/xcit/xcit-small-24-p8_3rdparty_in1k_20230213-280ebcc7.pth
    Config: configs/xcit/xcit-small-24-p8_8xb128_in1k.py
    Converted From:
      Code: https://github.com/facebookresearch/xcit
      Weights: https://dl.fbaipublicfiles.com/xcit/xcit_small_24_p8_224.pth
  - Name: xcit-small-24-p8_3rdparty-dist_in1k
    Metadata:
      FLOPs: 35812053888
      Parameters: 47631112
      Training Data: ImageNet-1k
    In Collection: XCiT
    Results:
      - Dataset: ImageNet-1k
        Metrics:
          Top 1 Accuracy: 84.68
          Top 5 Accuracy: 97.07
        Task: Image Classification
    Weights: https://download.openmmlab.com/mmclassification/v0/xcit/xcit-small-24-p8_3rdparty-dist_in1k_20230213-f2773c78.pth
    Config: configs/xcit/xcit-small-24-p8_8xb128_in1k.py
    Converted From:
      Code: https://github.com/facebookresearch/xcit
      Weights: https://dl.fbaipublicfiles.com/xcit/xcit_small_24_p8_224_dist.pth
  - Name: xcit-large-24-p16_3rdparty_in1k
    Metadata:
      FLOPs: 35855948544
      Parameters: 189096136
      Training Data: ImageNet-1k
    In Collection: XCiT
    Results:
      - Dataset: ImageNet-1k
        Metrics:
          Top 1 Accuracy: 82.97
          Top 5 Accuracy: 95.86
        Task: Image Classification
    Weights: https://download.openmmlab.com/mmclassification/v0/xcit/xcit-large-24-p16_3rdparty_in1k_20230214-d29d2529.pth
    Config: configs/xcit/xcit-large-24-p16_8xb128_in1k.py
    Converted From:
      Code: https://github.com/facebookresearch/xcit
      Weights: https://dl.fbaipublicfiles.com/xcit/xcit_large_24_p16_224.pth
  - Name: xcit-large-24-p16_3rdparty-dist_in1k
    Metadata:
      FLOPs: 35855948544
      Parameters: 189096136
      Training Data: ImageNet-1k
    In Collection: XCiT
    Results:
      - Dataset: ImageNet-1k
        Metrics:
          Top 1 Accuracy: 84.61
          Top 5 Accuracy: 97.07
        Task: Image Classification
    Weights: https://download.openmmlab.com/mmclassification/v0/xcit/xcit-large-24-p16_3rdparty-dist_in1k_20230214-4fea599c.pth
    Config: configs/xcit/xcit-large-24-p16_8xb128_in1k.py
    Converted From:
      Code: https://github.com/facebookresearch/xcit
      Weights: https://dl.fbaipublicfiles.com/xcit/xcit_large_24_p16_224_dist.pth
  - Name: xcit-medium-24-p16_3rdparty-dist_in1k-384px
    Metadata:
      FLOPs: 47388932608
      Parameters: 84395752
      Training Data: ImageNet-1k
    In Collection: XCiT
    Results:
      - Dataset: ImageNet-1k
        Metrics:
          Top 1 Accuracy: 85.47
          Top 5 Accuracy: 97.49
        Task: Image Classification
    Weights: https://download.openmmlab.com/mmclassification/v0/xcit/xcit-medium-24-p16_3rdparty-dist_in1k-384px_20230214-6c23a201.pth
    Config: configs/xcit/xcit-medium-24-p16_8xb128_in1k-384px.py
    Converted From:
      Code: https://github.com/facebookresearch/xcit
      Weights: https://dl.fbaipublicfiles.com/xcit/xcit_medium_24_p16_384_dist.pth
  - Name: xcit-small-12-p8_3rdparty-dist_in1k-384px
    Metadata:
      FLOPs: 54923537280
      Parameters: 26213032
      Training Data: ImageNet-1k
    In Collection: XCiT
    Results:
      - Dataset: ImageNet-1k
        Metrics:
          Top 1 Accuracy: 85.12
          Top 5 Accuracy: 97.31
        Task: Image Classification
    Weights: https://download.openmmlab.com/mmclassification/v0/xcit/xcit-small-12-p8_3rdparty-dist_in1k-384px_20230214-9f2178bc.pth
    Config: configs/xcit/xcit-small-12-p8_8xb128_in1k-384px.py
    Converted From:
      Code: https://github.com/facebookresearch/xcit
      Weights: https://dl.fbaipublicfiles.com/xcit/xcit_small_12_p8_384_dist.pth
  - Name: xcit-medium-24-p8_3rdparty_in1k
    Metadata:
      FLOPs: 63524706816
      Parameters: 84323624
      Training Data: ImageNet-1k
    In Collection: XCiT
    Results:
      - Dataset: ImageNet-1k
        Metrics:
          Top 1 Accuracy: 83.61
          Top 5 Accuracy: 96.23
        Task: Image Classification
    Weights: https://download.openmmlab.com/mmclassification/v0/xcit/xcit-medium-24-p8_3rdparty_in1k_20230214-c362850b.pth
    Config: configs/xcit/xcit-medium-24-p8_8xb128_in1k.py
    Converted From:
      Code: https://github.com/facebookresearch/xcit
      Weights: https://dl.fbaipublicfiles.com/xcit/xcit_medium_24_p8_224.pth
  - Name: xcit-medium-24-p8_3rdparty-dist_in1k
    Metadata:
      FLOPs: 63524706816
      Parameters: 84323624
      Training Data: ImageNet-1k
    In Collection: XCiT
    Results:
      - Dataset: ImageNet-1k
        Metrics:
          Top 1 Accuracy: 85.0
          Top 5 Accuracy: 97.16
        Task: Image Classification
    Weights: https://download.openmmlab.com/mmclassification/v0/xcit/xcit-medium-24-p8_3rdparty-dist_in1k_20230214-625c953b.pth
    Config: configs/xcit/xcit-medium-24-p8_8xb128_in1k.py
    Converted From:
      Code: https://github.com/facebookresearch/xcit
      Weights: https://dl.fbaipublicfiles.com/xcit/xcit_medium_24_p8_224_dist.pth
  - Name: xcit-small-24-p8_3rdparty-dist_in1k-384px
    Metadata:
      FLOPs: 105236704128
      Parameters: 47631112
      Training Data: ImageNet-1k
    In Collection: XCiT
    Results:
      - Dataset: ImageNet-1k
        Metrics:
          Top 1 Accuracy: 85.57
          Top 5 Accuracy: 97.6
        Task: Image Classification
    Weights: https://download.openmmlab.com/mmclassification/v0/xcit/xcit-small-24-p8_3rdparty-dist_in1k-384px_20230214-57298eca.pth
    Config: configs/xcit/xcit-small-24-p8_8xb128_in1k-384px.py
    Converted From:
      Code: https://github.com/facebookresearch/xcit
      Weights: https://dl.fbaipublicfiles.com/xcit/xcit_small_24_p8_384_dist.pth
  - Name: xcit-large-24-p16_3rdparty-dist_in1k-384px
    Metadata:
      FLOPs: 105345095424
      Parameters: 189096136
      Training Data: ImageNet-1k
    In Collection: XCiT
    Results:
      - Dataset: ImageNet-1k
        Metrics:
          Top 1 Accuracy: 85.78
          Top 5 Accuracy: 97.6
        Task: Image Classification
    Weights: https://download.openmmlab.com/mmclassification/v0/xcit/xcit-large-24-p16_3rdparty-dist_in1k-384px_20230214-bd515a34.pth
    Config: configs/xcit/xcit-large-24-p16_8xb128_in1k-384px.py
    Converted From:
      Code: https://github.com/facebookresearch/xcit
      Weights: https://dl.fbaipublicfiles.com/xcit/xcit_large_24_p16_384_dist.pth
  - Name: xcit-large-24-p8_3rdparty_in1k
    Metadata:
      FLOPs: 141225699072
      Parameters: 188932648
      Training Data: ImageNet-1k
    In Collection: XCiT
    Results:
      - Dataset: ImageNet-1k
        Metrics:
          Top 1 Accuracy: 84.23
          Top 5 Accuracy: 96.58
        Task: Image Classification
    Weights: https://download.openmmlab.com/mmclassification/v0/xcit/xcit-large-24-p8_3rdparty_in1k_20230214-08f2f664.pth
    Config: configs/xcit/xcit-large-24-p8_8xb128_in1k.py
    Converted From:
      Code: https://github.com/facebookresearch/xcit
      Weights: https://dl.fbaipublicfiles.com/xcit/xcit_large_24_p8_224.pth
  - Name: xcit-large-24-p8_3rdparty-dist_in1k
    Metadata:
      FLOPs: 141225699072
      Parameters: 188932648
      Training Data: ImageNet-1k
    In Collection: XCiT
    Results:
      - Dataset: ImageNet-1k
        Metrics:
          Top 1 Accuracy: 85.14
          Top 5 Accuracy: 97.32
        Task: Image Classification
    Weights: https://download.openmmlab.com/mmclassification/v0/xcit/xcit-large-24-p8_3rdparty-dist_in1k_20230214-8c092b34.pth
    Config: configs/xcit/xcit-large-24-p8_8xb128_in1k.py
    Converted From:
      Code: https://github.com/facebookresearch/xcit
      Weights: https://dl.fbaipublicfiles.com/xcit/xcit_large_24_p8_224_dist.pth
  - Name: xcit-medium-24-p8_3rdparty-dist_in1k-384px
    Metadata:
      FLOPs: 186672626176
      Parameters: 84323624
      Training Data: ImageNet-1k
    In Collection: XCiT
    Results:
      - Dataset: ImageNet-1k
        Metrics:
          Top 1 Accuracy: 85.87
          Top 5 Accuracy: 97.61
        Task: Image Classification
    Weights: https://download.openmmlab.com/mmclassification/v0/xcit/xcit-medium-24-p8_3rdparty-dist_in1k-384px_20230214-5db925e0.pth
    Config: configs/xcit/xcit-medium-24-p8_8xb128_in1k-384px.py
    Converted From:
      Code: https://github.com/facebookresearch/xcit
      Weights: https://dl.fbaipublicfiles.com/xcit/xcit_medium_24_p8_384_dist.pth
  - Name: xcit-large-24-p8_3rdparty-dist_in1k-384px
    Metadata:
      FLOPs: 415003137792
      Parameters: 188932648
      Training Data: ImageNet-1k
    In Collection: XCiT
    Results:
      - Dataset: ImageNet-1k
        Metrics:
          Top 1 Accuracy: 86.13
          Top 5 Accuracy: 97.75
        Task: Image Classification
    Weights: https://download.openmmlab.com/mmclassification/v0/xcit/xcit-large-24-p8_3rdparty-dist_in1k-384px_20230214-9f718b1a.pth
    Config: configs/xcit/xcit-large-24-p8_8xb128_in1k-384px.py
    Converted From:
      Code: https://github.com/facebookresearch/xcit
      Weights: https://dl.fbaipublicfiles.com/xcit/xcit_large_24_p8_384_dist.pth