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Models/gSwin-VT

gSwin-VT

Reported on 6 benchmarks across 4 tasks · 1 paper

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

Medical2 results

Semantic SegmentationonADE20K val
Pixel Accuracy· 2022-08-24
81.79
best: 83.43 (gSwin-S)
gSwin: Gated MLP Vision Model with Hierarchical Structure of Shifted Window arXiv:2208.11718
Semantic SegmentationonADE20K val
mIoU· 2022-08-24
45.07
best: 62.8 (BEiT-3)
gSwin: Gated MLP Vision Model with Hierarchical Structure of Shifted Window arXiv:2208.11718

Computer Vision2 results

Image ClassificationonImageNet
GFLOPs· 2022-08-24
2.3
best: 1478 (InternImage-H)
gSwin: Gated MLP Vision Model with Hierarchical Structure of Shifted Window arXiv:2208.11718
Instance SegmentationonCOCO test-dev
mask AP· 2022-08-24
42.87
best: 57.1 (Co-DETR)
gSwin: Gated MLP Vision Model with Hierarchical Structure of Shifted Window arXiv:2208.11718

Audio2 results

10-shot image generationonADE20K val
Pixel Accuracy· 2022-08-24
81.79
best: 83.43 (gSwin-S)
gSwin: Gated MLP Vision Model with Hierarchical Structure of Shifted Window arXiv:2208.11718
10-shot image generationonADE20K val
mIoU· 2022-08-24
45.07
best: 62.8 (BEiT-3)
gSwin: Gated MLP Vision Model with Hierarchical Structure of Shifted Window arXiv:2208.11718