Tasks SotA Datasets Papers Methods Submit About

Papers With Code 2

A community resource for machine learning research: papers, code, benchmarks, and state-of-the-art results.

Explore

Notable Benchmarks All SotA Datasets Papers Methods

Community

Submit Results About

Data sourced from the PWC Archive (CC-BY-SA 4.0). Built by the community, for the community.

Models/IterDet (Faster RCNN, ResNet50, 1 iteration)

IterDet (Faster RCNN, ResNet50, 1 iteration)

Reported on 20 benchmarks across 5 tasks · 1 paper

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

Methodology16 results

3DonCrowdHuman (full body)
AP· 2020-05-12
84.43
best: 97.2 (InternImage-H)
IterDet: Iterative Scheme for Object Detection in Crowded Environments arXiv:2005.05708
3DonCrowdHuman (full body)
mMR· 2020-05-12
49.12
best: 50.49 (Faster RCNN (ResNet50))
IterDet: Iterative Scheme for Object Detection in Crowded Environments arXiv:2005.05708
3DonWiderPerson
AP· 2020-05-12
89.49
best: 91.95 (IterDet (Faster RCNN, ResNet50, 2 iterations))
IterDet: Iterative Scheme for Object Detection in Crowded Environments arXiv:2005.05708
3DonWiderPerson
mMR· 2020-05-12
40.35
best: 46.06 (Faster RCNN (ResNet50))
IterDet: Iterative Scheme for Object Detection in Crowded Environments arXiv:2005.05708
2D ClassificationonCrowdHuman (full body)
AP· 2020-05-12
84.43
best: 97.2 (InternImage-H)
IterDet: Iterative Scheme for Object Detection in Crowded Environments arXiv:2005.05708
2D ClassificationonCrowdHuman (full body)
mMR· 2020-05-12
49.12
best: 50.49 (Faster RCNN (ResNet50))
IterDet: Iterative Scheme for Object Detection in Crowded Environments arXiv:2005.05708
2D ClassificationonWiderPerson
AP· 2020-05-12
89.49
best: 91.95 (IterDet (Faster RCNN, ResNet50, 2 iterations))
IterDet: Iterative Scheme for Object Detection in Crowded Environments arXiv:2005.05708
2D ClassificationonWiderPerson
mMR· 2020-05-12
40.35
best: 46.06 (Faster RCNN (ResNet50))
IterDet: Iterative Scheme for Object Detection in Crowded Environments arXiv:2005.05708
2D Object DetectiononCrowdHuman (full body)
AP· 2020-05-12
84.43
best: 97.2 (InternImage-H)
IterDet: Iterative Scheme for Object Detection in Crowded Environments arXiv:2005.05708
2D Object DetectiononCrowdHuman (full body)
mMR· 2020-05-12
49.12
best: 50.49 (Faster RCNN (ResNet50))
IterDet: Iterative Scheme for Object Detection in Crowded Environments arXiv:2005.05708
2D Object DetectiononWiderPerson
AP· 2020-05-12
89.49
best: 91.95 (IterDet (Faster RCNN, ResNet50, 2 iterations))
IterDet: Iterative Scheme for Object Detection in Crowded Environments arXiv:2005.05708
2D Object DetectiononWiderPerson
mMR· 2020-05-12
40.35
best: 46.06 (Faster RCNN (ResNet50))
IterDet: Iterative Scheme for Object Detection in Crowded Environments arXiv:2005.05708
16konCrowdHuman (full body)
AP· 2020-05-12
84.43
best: 97.2 (InternImage-H)
IterDet: Iterative Scheme for Object Detection in Crowded Environments arXiv:2005.05708
16konCrowdHuman (full body)
mMR· 2020-05-12
49.12
best: 50.49 (Faster RCNN (ResNet50))
IterDet: Iterative Scheme for Object Detection in Crowded Environments arXiv:2005.05708
16konWiderPerson
AP· 2020-05-12
89.49
best: 91.95 (IterDet (Faster RCNN, ResNet50, 2 iterations))
IterDet: Iterative Scheme for Object Detection in Crowded Environments arXiv:2005.05708
16konWiderPerson
mMR· 2020-05-12
40.35
best: 46.06 (Faster RCNN (ResNet50))
IterDet: Iterative Scheme for Object Detection in Crowded Environments arXiv:2005.05708

Computer Vision4 results

Object DetectiononCrowdHuman (full body)
AP· 2020-05-12
84.43
best: 97.2 (InternImage-H)
IterDet: Iterative Scheme for Object Detection in Crowded Environments arXiv:2005.05708
Object DetectiononCrowdHuman (full body)
mMR· 2020-05-12
49.12
best: 50.49 (Faster RCNN (ResNet50))
IterDet: Iterative Scheme for Object Detection in Crowded Environments arXiv:2005.05708
Object DetectiononWiderPerson
AP· 2020-05-12
89.49
best: 91.95 (IterDet (Faster RCNN, ResNet50, 2 iterations))
IterDet: Iterative Scheme for Object Detection in Crowded Environments arXiv:2005.05708
Object DetectiononWiderPerson
mMR· 2020-05-12
40.35
best: 46.06 (Faster RCNN (ResNet50))
IterDet: Iterative Scheme for Object Detection in Crowded Environments arXiv:2005.05708