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Models/CBNetV2 (Dual-Swin-L HTC, multi-scale)

CBNetV2 (Dual-Swin-L HTC, multi-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.

Methodology12 results

3DonCOCO test-dev
box mAP· 2021-07-01
60.1
best: 66 (Co-DETR)
CBNet: A Composite Backbone Network Architecture for Object Detection arXiv:2107.00420
3DonCOCO minival
box AP· 2021-07-01
59.6
best: 66 (PE_spatial (DETA))
CBNet: A Composite Backbone Network Architecture for Object Detection arXiv:2107.00420
3DonCOCO minival
box AP· 2021-07-01
59.1
best: 66 (PE_spatial (DETA))
CBNet: A Composite Backbone Network Architecture for Object Detection arXiv:2107.00420
2D ClassificationonCOCO test-dev
box mAP· 2021-07-01
60.1
best: 66 (Co-DETR)
CBNet: A Composite Backbone Network Architecture for Object Detection arXiv:2107.00420
2D ClassificationonCOCO minival
box AP· 2021-07-01
59.6
best: 66 (PE_spatial (DETA))
CBNet: A Composite Backbone Network Architecture for Object Detection arXiv:2107.00420
2D ClassificationonCOCO minival
box AP· 2021-07-01
59.1
best: 66 (PE_spatial (DETA))
CBNet: A Composite Backbone Network Architecture for Object Detection arXiv:2107.00420
2D Object DetectiononCOCO test-dev
box mAP· 2021-07-01
60.1
best: 66 (Co-DETR)
CBNet: A Composite Backbone Network Architecture for Object Detection arXiv:2107.00420
2D Object DetectiononCOCO minival
box AP· 2021-07-01
59.6
best: 66 (PE_spatial (DETA))
CBNet: A Composite Backbone Network Architecture for Object Detection arXiv:2107.00420
2D Object DetectiononCOCO minival
box AP· 2021-07-01
59.1
best: 66 (PE_spatial (DETA))
CBNet: A Composite Backbone Network Architecture for Object Detection arXiv:2107.00420
16konCOCO test-dev
box mAP· 2021-07-01
60.1
best: 66 (Co-DETR)
CBNet: A Composite Backbone Network Architecture for Object Detection arXiv:2107.00420
16konCOCO minival
box AP· 2021-07-01
59.6
best: 66 (PE_spatial (DETA))
CBNet: A Composite Backbone Network Architecture for Object Detection arXiv:2107.00420
16konCOCO minival
box AP· 2021-07-01
59.1
best: 66 (PE_spatial (DETA))
CBNet: A Composite Backbone Network Architecture for Object Detection arXiv:2107.00420

Computer Vision6 results

Object DetectiononCOCO test-dev
box mAP· 2021-07-01
60.1
best: 66 (Co-DETR)
CBNet: A Composite Backbone Network Architecture for Object Detection arXiv:2107.00420
Object DetectiononCOCO minival
box AP· 2021-07-01
59.6
best: 66 (PE_spatial (DETA))
CBNet: A Composite Backbone Network Architecture for Object Detection arXiv:2107.00420
Object DetectiononCOCO minival
box AP· 2021-07-01
59.1
best: 66 (PE_spatial (DETA))
CBNet: A Composite Backbone Network Architecture for Object Detection arXiv:2107.00420
Instance SegmentationonCOCO minival
mask AP· 2021-07-01
51.8
best: 56.6 (Co-DETR)
CBNet: A Composite Backbone Network Architecture for Object Detection arXiv:2107.00420
Instance SegmentationonCOCO minival
mask AP· 2021-07-01
51
best: 56.6 (Co-DETR)
CBNet: A Composite Backbone Network Architecture for Object Detection arXiv:2107.00420
Instance SegmentationonCOCO test-dev
mask AP· 2021-07-01
52.3
best: 57.1 (Co-DETR)
CBNet: A Composite Backbone Network Architecture for Object Detection arXiv:2107.00420