ML Research Wiki / Benchmarks / Object Detection / WiderPerson

WiderPerson

Object Detection Benchmark

Performance Over Time

📊 Showing 4 results | 📏 Metric: AP

Top Performing Models

Rank Model Paper AP Date Code
1 IterDet (Faster RCNN, ResNet50, 2 iterations) IterDet: Iterative Scheme for Object Detection in Crowded Environments 91.95 2020-05-12 -
2 PS-RCNN (Faster RCNN, ResNet50) PS-RCNN: Detecting Secondary Human Instances in a Crowd via Primary Object Suppression 89.96 2020-03-16 -
3 IterDet (Faster RCNN, ResNet50, 1 iteration) IterDet: Iterative Scheme for Object Detection in Crowded Environments 89.49 2020-05-12 -
4 Faster RCNN (ResNet50) WiderPerson: A Diverse Dataset for Dense Pedestrian Detection in the Wild 46.06 2019-09-25 -

All Papers (4)

IterDet: Iterative Scheme for Object Detection in Crowded Environments

2020
IterDet (Faster RCNN, ResNet50, 2 iterations)

IterDet: Iterative Scheme for Object Detection in Crowded Environments

2020
IterDet (Faster RCNN, ResNet50, 1 iteration)