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Models/PS-RCNN (Faster RCNN, ResNet50)

PS-RCNN (Faster RCNN, ResNet50)

Reported on 10 benchmarks across 5 tasks · 1 paper · 5 SOTA

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

Methodology8 results

3DonWiderPerson
AP· 2020-03-16
89.96
best: 91.95 (IterDet (Faster RCNN, ResNet50, 2 iterations))
SOTA
PS-RCNN: Detecting Secondary Human Instances in a Crowd via Primary Object Suppression arXiv:2003.07080
2D ClassificationonWiderPerson
AP· 2020-03-16
89.96
best: 91.95 (IterDet (Faster RCNN, ResNet50, 2 iterations))
SOTA
PS-RCNN: Detecting Secondary Human Instances in a Crowd via Primary Object Suppression arXiv:2003.07080
2D Object DetectiononWiderPerson
AP· 2020-03-16
89.96
best: 91.95 (IterDet (Faster RCNN, ResNet50, 2 iterations))
SOTA
PS-RCNN: Detecting Secondary Human Instances in a Crowd via Primary Object Suppression arXiv:2003.07080
16konWiderPerson
AP· 2020-03-16
89.96
best: 91.95 (IterDet (Faster RCNN, ResNet50, 2 iterations))
SOTA
PS-RCNN: Detecting Secondary Human Instances in a Crowd via Primary Object Suppression arXiv:2003.07080
3DonCrowdHuman (full body)
AP· 2020-03-16
86.05
best: 97.2 (InternImage-H)
PS-RCNN: Detecting Secondary Human Instances in a Crowd via Primary Object Suppression arXiv:2003.07080
2D ClassificationonCrowdHuman (full body)
AP· 2020-03-16
86.05
best: 97.2 (InternImage-H)
PS-RCNN: Detecting Secondary Human Instances in a Crowd via Primary Object Suppression arXiv:2003.07080
2D Object DetectiononCrowdHuman (full body)
AP· 2020-03-16
86.05
best: 97.2 (InternImage-H)
PS-RCNN: Detecting Secondary Human Instances in a Crowd via Primary Object Suppression arXiv:2003.07080
16konCrowdHuman (full body)
AP· 2020-03-16
86.05
best: 97.2 (InternImage-H)
PS-RCNN: Detecting Secondary Human Instances in a Crowd via Primary Object Suppression arXiv:2003.07080

Computer Vision2 results

Object DetectiononWiderPerson
AP· 2020-03-16
89.96
best: 91.95 (IterDet (Faster RCNN, ResNet50, 2 iterations))
SOTA
PS-RCNN: Detecting Secondary Human Instances in a Crowd via Primary Object Suppression arXiv:2003.07080
Object DetectiononCrowdHuman (full body)
AP· 2020-03-16
86.05
best: 97.2 (InternImage-H)
PS-RCNN: Detecting Secondary Human Instances in a Crowd via Primary Object Suppression arXiv:2003.07080