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Models/Cascade Mask R-CNN (Triple-ResNeXt152, multi-scale)

Cascade Mask R-CNN (Triple-ResNeXt152, multi-scale)

Reported on 30 benchmarks across 5 tasks · 1 paper · 26 SOTA

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

Methodology24 results

3DonCOCO test-dev
APS· 2019-09-09
35.5
best: 48.6 (Focal-Stable-DINO (Focal-Huge, no TTA))
SOTA
CBNet: A Novel Composite Backbone Network Architecture for Object Detection arXiv:1909.03625
3DonCOCO test-dev
box mAP· 2019-09-09
53.3
best: 66 (Co-DETR)
SOTA
CBNet: A Novel Composite Backbone Network Architecture for Object Detection arXiv:1909.03625
2D ClassificationonCOCO test-dev
AP50· 2019-09-09
71.9
best: 82.1 (Plain-DETR (Swin-L))
SOTA
CBNet: A Novel Composite Backbone Network Architecture for Object Detection arXiv:1909.03625
2D ClassificationonCOCO test-dev
AP75· 2019-09-09
58.5
best: 71.7 (EVA)
SOTA
CBNet: A Novel Composite Backbone Network Architecture for Object Detection arXiv:1909.03625
2D ClassificationonCOCO test-dev
APL· 2019-09-09
66.7
best: 78 (Focal-Stable-DINO (Focal-Huge, no TTA))
SOTA
CBNet: A Novel Composite Backbone Network Architecture for Object Detection arXiv:1909.03625
2D ClassificationonCOCO test-dev
APM· 2019-09-09
55.8
best: 67.7 (EVA)
SOTA
CBNet: A Novel Composite Backbone Network Architecture for Object Detection arXiv:1909.03625
2D ClassificationonCOCO test-dev
APS· 2019-09-09
35.5
best: 48.6 (Focal-Stable-DINO (Focal-Huge, no TTA))
SOTA
CBNet: A Novel Composite Backbone Network Architecture for Object Detection arXiv:1909.03625
2D ClassificationonCOCO test-dev
box mAP· 2019-09-09
53.3
best: 66 (Co-DETR)
SOTA
CBNet: A Novel Composite Backbone Network Architecture for Object Detection arXiv:1909.03625
2D Object DetectiononCOCO test-dev
AP50· 2019-09-09
71.9
best: 82.1 (Plain-DETR (Swin-L))
SOTA
CBNet: A Novel Composite Backbone Network Architecture for Object Detection arXiv:1909.03625
2D Object DetectiononCOCO test-dev
AP75· 2019-09-09
58.5
best: 71.7 (EVA)
SOTA
CBNet: A Novel Composite Backbone Network Architecture for Object Detection arXiv:1909.03625
2D Object DetectiononCOCO test-dev
APL· 2019-09-09
66.7
best: 78 (Focal-Stable-DINO (Focal-Huge, no TTA))
SOTA
CBNet: A Novel Composite Backbone Network Architecture for Object Detection arXiv:1909.03625
2D Object DetectiononCOCO test-dev
APM· 2019-09-09
55.8
best: 67.7 (EVA)
SOTA
CBNet: A Novel Composite Backbone Network Architecture for Object Detection arXiv:1909.03625
2D Object DetectiononCOCO test-dev
APS· 2019-09-09
35.5
best: 48.6 (Focal-Stable-DINO (Focal-Huge, no TTA))
SOTA
CBNet: A Novel Composite Backbone Network Architecture for Object Detection arXiv:1909.03625
2D Object DetectiononCOCO test-dev
box mAP· 2019-09-09
53.3
best: 66 (Co-DETR)
SOTA
CBNet: A Novel Composite Backbone Network Architecture for Object Detection arXiv:1909.03625
16konCOCO test-dev
AP50· 2019-09-09
71.9
best: 82.1 (Plain-DETR (Swin-L))
SOTA
CBNet: A Novel Composite Backbone Network Architecture for Object Detection arXiv:1909.03625
16konCOCO test-dev
AP75· 2019-09-09
58.5
best: 71.7 (EVA)
SOTA
CBNet: A Novel Composite Backbone Network Architecture for Object Detection arXiv:1909.03625
16konCOCO test-dev
APL· 2019-09-09
66.7
best: 78 (Focal-Stable-DINO (Focal-Huge, no TTA))
SOTA
CBNet: A Novel Composite Backbone Network Architecture for Object Detection arXiv:1909.03625
16konCOCO test-dev
APM· 2019-09-09
55.8
best: 67.7 (EVA)
SOTA
CBNet: A Novel Composite Backbone Network Architecture for Object Detection arXiv:1909.03625
16konCOCO test-dev
APS· 2019-09-09
35.5
best: 48.6 (Focal-Stable-DINO (Focal-Huge, no TTA))
SOTA
CBNet: A Novel Composite Backbone Network Architecture for Object Detection arXiv:1909.03625
16konCOCO test-dev
box mAP· 2019-09-09
53.3
best: 66 (Co-DETR)
SOTA
CBNet: A Novel Composite Backbone Network Architecture for Object Detection arXiv:1909.03625
3DonCOCO test-dev
AP50· 2019-09-09
71.9
best: 95 (ViTPose (ViTAE-G, ensemble))
CBNet: A Novel Composite Backbone Network Architecture for Object Detection arXiv:1909.03625
3DonCOCO test-dev
AP75· 2019-09-09
58.5
best: 88.2 (ViTPose (ViTAE-G, ensemble))
CBNet: A Novel Composite Backbone Network Architecture for Object Detection arXiv:1909.03625
3DonCOCO test-dev
APL· 2019-09-09
66.7
best: 86.5 (PoseBH-H)
CBNet: A Novel Composite Backbone Network Architecture for Object Detection arXiv:1909.03625
3DonCOCO test-dev
APM· 2019-09-09
55.8
best: 83.8 (4xRSN-50 (ensemble))
CBNet: A Novel Composite Backbone Network Architecture for Object Detection arXiv:1909.03625

Computer Vision6 results

Object DetectiononCOCO test-dev
AP50· 2019-09-09
71.9
best: 82.1 (Plain-DETR (Swin-L))
SOTA
CBNet: A Novel Composite Backbone Network Architecture for Object Detection arXiv:1909.03625
Object DetectiononCOCO test-dev
AP75· 2019-09-09
58.5
best: 71.7 (EVA)
SOTA
CBNet: A Novel Composite Backbone Network Architecture for Object Detection arXiv:1909.03625
Object DetectiononCOCO test-dev
APL· 2019-09-09
66.7
best: 78 (Focal-Stable-DINO (Focal-Huge, no TTA))
SOTA
CBNet: A Novel Composite Backbone Network Architecture for Object Detection arXiv:1909.03625
Object DetectiononCOCO test-dev
APM· 2019-09-09
55.8
best: 67.7 (EVA)
SOTA
CBNet: A Novel Composite Backbone Network Architecture for Object Detection arXiv:1909.03625
Object DetectiononCOCO test-dev
APS· 2019-09-09
35.5
best: 48.6 (Focal-Stable-DINO (Focal-Huge, no TTA))
SOTA
CBNet: A Novel Composite Backbone Network Architecture for Object Detection arXiv:1909.03625
Object DetectiononCOCO test-dev
box mAP· 2019-09-09
53.3
best: 66 (Co-DETR)
SOTA
CBNet: A Novel Composite Backbone Network Architecture for Object Detection arXiv:1909.03625