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Models/GC ViT-T

GC ViT-T

Reported on 7 benchmarks across 3 tasks · 1 paper

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Medical3 results

Semantic SegmentationonADE20K
GFLOPs (512 x 512)· 2022-06-20
947
best: 3335 (ConvNeXt-XL++)
Global Context Vision Transformers arXiv:2206.09959
Semantic SegmentationonADE20K
Params (M)· 2022-06-20
58
best: 3000 (FD-SwinV2-G)
Global Context Vision Transformers arXiv:2206.09959
Semantic SegmentationonADE20K
Validation mIoU· 2022-06-20
46.5
best: 63.6 (ViT-P (InternImage-H))
Global Context Vision Transformers arXiv:2206.09959

Audio3 results

10-shot image generationonADE20K
GFLOPs (512 x 512)· 2022-06-20
947
best: 3335 (ConvNeXt-XL++)
Global Context Vision Transformers arXiv:2206.09959
10-shot image generationonADE20K
Params (M)· 2022-06-20
58
best: 3000 (FD-SwinV2-G)
Global Context Vision Transformers arXiv:2206.09959
10-shot image generationonADE20K
Validation mIoU· 2022-06-20
46.5
best: 63.6 (ViT-P (InternImage-H))
Global Context Vision Transformers arXiv:2206.09959

Computer Vision1 result

Image ClassificationonImageNet
GFLOPs· 2022-06-20
4.7
best: 1478 (InternImage-H)
Global Context Vision Transformers arXiv:2206.09959