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Models/Swin-L (HTC++, single scale)

Swin-L (HTC++, single scale)

Reported on 12 benchmarks across 6 tasks · 1 paper

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

Methodology8 results

3DonCOCO test-dev
box mAP· 2021-03-25
57.7
best: 66 (Co-DETR)
Swin Transformer: Hierarchical Vision Transformer using Shifted Windows arXiv:2103.14030
3DonCOCO minival
box AP· 2021-03-25
57.1
best: 66 (PE_spatial (DETA))
Swin Transformer: Hierarchical Vision Transformer using Shifted Windows arXiv:2103.14030
2D ClassificationonCOCO test-dev
box mAP· 2021-03-25
57.7
best: 66 (Co-DETR)
Swin Transformer: Hierarchical Vision Transformer using Shifted Windows arXiv:2103.14030
2D ClassificationonCOCO minival
box AP· 2021-03-25
57.1
best: 66 (PE_spatial (DETA))
Swin Transformer: Hierarchical Vision Transformer using Shifted Windows arXiv:2103.14030
2D Object DetectiononCOCO test-dev
box mAP· 2021-03-25
57.7
best: 66 (Co-DETR)
Swin Transformer: Hierarchical Vision Transformer using Shifted Windows arXiv:2103.14030
2D Object DetectiononCOCO minival
box AP· 2021-03-25
57.1
best: 66 (PE_spatial (DETA))
Swin Transformer: Hierarchical Vision Transformer using Shifted Windows arXiv:2103.14030
16konCOCO test-dev
box mAP· 2021-03-25
57.7
best: 66 (Co-DETR)
Swin Transformer: Hierarchical Vision Transformer using Shifted Windows arXiv:2103.14030
16konCOCO minival
box AP· 2021-03-25
57.1
best: 66 (PE_spatial (DETA))
Swin Transformer: Hierarchical Vision Transformer using Shifted Windows arXiv:2103.14030

Computer Vision4 results

Object DetectiononCOCO test-dev
box mAP· 2021-03-25
57.7
best: 66 (Co-DETR)
Swin Transformer: Hierarchical Vision Transformer using Shifted Windows arXiv:2103.14030
Object DetectiononCOCO minival
box AP· 2021-03-25
57.1
best: 66 (PE_spatial (DETA))
Swin Transformer: Hierarchical Vision Transformer using Shifted Windows arXiv:2103.14030
Instance SegmentationonCOCO minival
mask AP· 2021-03-25
49.5
best: 56.6 (Co-DETR)
Swin Transformer: Hierarchical Vision Transformer using Shifted Windows arXiv:2103.14030
Instance SegmentationonCOCO test-dev
mask AP· 2021-03-25
50.2
best: 57.1 (Co-DETR)
Swin Transformer: Hierarchical Vision Transformer using Shifted Windows arXiv:2103.14030