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/Deformable PV-RCNN

Deformable PV-RCNN

Reported on 18 benchmarks across 6 tasks · 1 paper · 18 SOTA

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

Methodology12 results

3DonKITTI Pedestrians Moderate val
AP· 2020-08-20
58.33
SOTA
Deformable PV-RCNN: Improving 3D Object Detection with Learned Deformations arXiv:2008.08766
3DonKITTI Cyclists Moderate val
AP· 2020-08-20
73.46
SOTA
Deformable PV-RCNN: Improving 3D Object Detection with Learned Deformations arXiv:2008.08766
3DonKITTI Cars Moderate val
AP· 2020-08-20
83.3
best: 86.83 (SA-SSD+EBM)
SOTA
Deformable PV-RCNN: Improving 3D Object Detection with Learned Deformations arXiv:2008.08766
2D ClassificationonKITTI Pedestrians Moderate val
AP· 2020-08-20
58.33
SOTA
Deformable PV-RCNN: Improving 3D Object Detection with Learned Deformations arXiv:2008.08766
2D ClassificationonKITTI Cyclists Moderate val
AP· 2020-08-20
73.46
SOTA
Deformable PV-RCNN: Improving 3D Object Detection with Learned Deformations arXiv:2008.08766
2D ClassificationonKITTI Cars Moderate val
AP· 2020-08-20
83.3
best: 86.83 (SA-SSD+EBM)
SOTA
Deformable PV-RCNN: Improving 3D Object Detection with Learned Deformations arXiv:2008.08766
2D Object DetectiononKITTI Pedestrians Moderate val
AP· 2020-08-20
58.33
SOTA
Deformable PV-RCNN: Improving 3D Object Detection with Learned Deformations arXiv:2008.08766
2D Object DetectiononKITTI Cyclists Moderate val
AP· 2020-08-20
73.46
SOTA
Deformable PV-RCNN: Improving 3D Object Detection with Learned Deformations arXiv:2008.08766
2D Object DetectiononKITTI Cars Moderate val
AP· 2020-08-20
83.3
best: 86.83 (SA-SSD+EBM)
SOTA
Deformable PV-RCNN: Improving 3D Object Detection with Learned Deformations arXiv:2008.08766
16konKITTI Pedestrians Moderate val
AP· 2020-08-20
58.33
SOTA
Deformable PV-RCNN: Improving 3D Object Detection with Learned Deformations arXiv:2008.08766
16konKITTI Cyclists Moderate val
AP· 2020-08-20
73.46
SOTA
Deformable PV-RCNN: Improving 3D Object Detection with Learned Deformations arXiv:2008.08766
16konKITTI Cars Moderate val
AP· 2020-08-20
83.3
best: 86.83 (SA-SSD+EBM)
SOTA
Deformable PV-RCNN: Improving 3D Object Detection with Learned Deformations arXiv:2008.08766

Computer Vision6 results

Object DetectiononKITTI Pedestrians Moderate val
AP· 2020-08-20
58.33
SOTA
Deformable PV-RCNN: Improving 3D Object Detection with Learned Deformations arXiv:2008.08766
Object DetectiononKITTI Cyclists Moderate val
AP· 2020-08-20
73.46
SOTA
Deformable PV-RCNN: Improving 3D Object Detection with Learned Deformations arXiv:2008.08766
Object DetectiononKITTI Cars Moderate val
AP· 2020-08-20
83.3
best: 86.83 (SA-SSD+EBM)
SOTA
Deformable PV-RCNN: Improving 3D Object Detection with Learned Deformations arXiv:2008.08766
3D Object DetectiononKITTI Pedestrians Moderate val
AP· 2020-08-20
58.33
SOTA
Deformable PV-RCNN: Improving 3D Object Detection with Learned Deformations arXiv:2008.08766
3D Object DetectiononKITTI Cyclists Moderate val
AP· 2020-08-20
73.46
SOTA
Deformable PV-RCNN: Improving 3D Object Detection with Learned Deformations arXiv:2008.08766
3D Object DetectiononKITTI Cars Moderate val
AP· 2020-08-20
83.3
best: 86.83 (SA-SSD+EBM)
SOTA
Deformable PV-RCNN: Improving 3D Object Detection with Learned Deformations arXiv:2008.08766