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/Pedestron

Pedestron

Reported on 18 benchmarks across 2 tasks · 1 paper · 2 SOTA

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

Robots9 results

Autonomous VehiclesonCaltech
Heavy MR^-2· uses extra data· 2020-03-19
25.7
best: 38.7 (F2DNet)
SOTA
Generalizable Pedestrian Detection: The Elephant In The Room arXiv:2003.08799
Autonomous VehiclesonCaltech
Reasonable Miss Rate· uses extra data· 2020-03-19
1.76
best: 24.8 (LDCF)
Generalizable Pedestrian Detection: The Elephant In The Room arXiv:2003.08799
Autonomous VehiclesonCityPersons
Bare MR^-2· uses extra data· 2020-03-19
6.2
best: 10 (TLL)
Generalizable Pedestrian Detection: The Elephant In The Room arXiv:2003.08799
Autonomous VehiclesonCityPersons
Heavy MR^-2· uses extra data· 2020-03-19
33.9
best: 56.9 (RepLoss)
Generalizable Pedestrian Detection: The Elephant In The Room arXiv:2003.08799
Autonomous VehiclesonCityPersons
Large MR^-2· uses extra data· 2020-03-19
4.3
best: 8 (FRCNN+Seg)
Generalizable Pedestrian Detection: The Elephant In The Room arXiv:2003.08799
Autonomous VehiclesonCityPersons
Medium MR^-2· uses extra data· 2020-03-19
3
best: 7.2 (FRCNN)
Generalizable Pedestrian Detection: The Elephant In The Room arXiv:2003.08799
Autonomous VehiclesonCityPersons
Partial MR^-2· uses extra data· 2020-03-19
5.7
best: 17.2 (TLL)
Generalizable Pedestrian Detection: The Elephant In The Room arXiv:2003.08799
Autonomous VehiclesonCityPersons
Reasonable MR^-2· uses extra data· 2020-03-19
7.5
best: 15.5 (TLL)
Generalizable Pedestrian Detection: The Elephant In The Room arXiv:2003.08799
Autonomous VehiclesonCityPersons
Small MR^-2· uses extra data· 2020-03-19
8
best: 25.6 (FRCNN)
Generalizable Pedestrian Detection: The Elephant In The Room arXiv:2003.08799

Computer Vision9 results

Pedestrian DetectiononCaltech
Heavy MR^-2· uses extra data· 2020-03-19
25.7
best: 38.7 (F2DNet)
SOTA
Generalizable Pedestrian Detection: The Elephant In The Room arXiv:2003.08799
Pedestrian DetectiononCaltech
Reasonable Miss Rate· uses extra data· 2020-03-19
1.76
best: 24.8 (LDCF)
Generalizable Pedestrian Detection: The Elephant In The Room arXiv:2003.08799
Pedestrian DetectiononCityPersons
Bare MR^-2· uses extra data· 2020-03-19
6.2
best: 10 (TLL)
Generalizable Pedestrian Detection: The Elephant In The Room arXiv:2003.08799
Pedestrian DetectiononCityPersons
Heavy MR^-2· uses extra data· 2020-03-19
33.9
best: 56.9 (RepLoss)
Generalizable Pedestrian Detection: The Elephant In The Room arXiv:2003.08799
Pedestrian DetectiononCityPersons
Large MR^-2· uses extra data· 2020-03-19
4.3
best: 8 (FRCNN+Seg)
Generalizable Pedestrian Detection: The Elephant In The Room arXiv:2003.08799
Pedestrian DetectiononCityPersons
Medium MR^-2· uses extra data· 2020-03-19
3
best: 7.2 (FRCNN)
Generalizable Pedestrian Detection: The Elephant In The Room arXiv:2003.08799
Pedestrian DetectiononCityPersons
Partial MR^-2· uses extra data· 2020-03-19
5.7
best: 17.2 (TLL)
Generalizable Pedestrian Detection: The Elephant In The Room arXiv:2003.08799
Pedestrian DetectiononCityPersons
Reasonable MR^-2· uses extra data· 2020-03-19
7.5
best: 15.5 (TLL)
Generalizable Pedestrian Detection: The Elephant In The Room arXiv:2003.08799
Pedestrian DetectiononCityPersons
Small MR^-2· uses extra data· 2020-03-19
8
best: 25.6 (FRCNN)
Generalizable Pedestrian Detection: The Elephant In The Room arXiv:2003.08799