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- Collections:
- - Name: XCiT
- Metadata:
- Architecture:
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- - 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
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- Parameters: 3053224
- Training Data: ImageNet-1k
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- 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
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- Top 5 Accuracy: 91.02
- Task: Image Classification
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- Config: configs/xcit/xcit-nano-12-p16_8xb128_in1k.py
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- Top 5 Accuracy: 93.62
- Task: Image Classification
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- Task: Image Classification
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- Task: Image Classification
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- Task: Image Classification
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- Config: configs/xcit/xcit-nano-12-p8_8xb128_in1k.py
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- Task: Image Classification
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- Task: Image Classification
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- Config: configs/xcit/xcit-tiny-24-p16_8xb128_in1k.py
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- 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
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- Weights: https://dl.fbaipublicfiles.com/xcit/xcit_tiny_12_p16_384_dist.pth
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- Training Data: ImageNet-1k
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- Results:
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- 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:
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- Weights: https://dl.fbaipublicfiles.com/xcit/xcit_tiny_12_p8_224.pth
- - Name: xcit-tiny-12-p8_3rdparty-dist_in1k
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- 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:
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- Weights: https://dl.fbaipublicfiles.com/xcit/xcit_tiny_12_p8_224_dist.pth
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- 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:
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- Weights: https://dl.fbaipublicfiles.com/xcit/xcit_small_12_p16_224.pth
- - Name: xcit-small-12-p16_3rdparty-dist_in1k
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- Training Data: ImageNet-1k
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- 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:
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- Weights: https://dl.fbaipublicfiles.com/xcit/xcit_small_12_p16_224_dist.pth
- - Name: xcit-nano-12-p8_3rdparty-dist_in1k-384px
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- 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:
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- Weights: https://dl.fbaipublicfiles.com/xcit/xcit_nano_12_p8_384_dist.pth
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- 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
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- Weights: https://dl.fbaipublicfiles.com/xcit/xcit_tiny_24_p16_384_dist.pth
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- 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:
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- - Name: xcit-small-24-p16_3rdparty-dist_in1k
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- Top 1 Accuracy: 83.7
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- 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:
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- Weights: https://dl.fbaipublicfiles.com/xcit/xcit_small_24_p16_224_dist.pth
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- 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:
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- Weights: https://dl.fbaipublicfiles.com/xcit/xcit_tiny_24_p8_224.pth
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- Task: Image Classification
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- Config: configs/xcit/xcit-tiny-24-p8_8xb128_in1k.py
- Converted From:
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- Weights: https://dl.fbaipublicfiles.com/xcit/xcit_tiny_24_p8_224_dist.pth
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- 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:
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- Weights: https://dl.fbaipublicfiles.com/xcit/xcit_tiny_12_p8_384_dist.pth
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- Top 1 Accuracy: 84.74
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- Task: Image Classification
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- Config: configs/xcit/xcit-small-12-p16_8xb128_in1k-384px.py
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- Weights: https://dl.fbaipublicfiles.com/xcit/xcit_small_12_p16_384_dist.pth
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- 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:
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- 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:
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- 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:
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- Weights: https://dl.fbaipublicfiles.com/xcit/xcit_small_12_p8_224.pth
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- 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:
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- Weights: https://dl.fbaipublicfiles.com/xcit/xcit_small_12_p8_224_dist.pth
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- 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
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