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/YOLOR_TensorRT (Ours)

YOLOR_TensorRT (Ours)

Reported on 10 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.

Methodology8 results

3DonWaymo Open Dataset
AP/L2· 2021-06-16
69.72
best: 70.41 (LeapMotor_Det)
2nd Place Solution for Waymo Open Dataset Challenge - Real-time 2D Object Detection arXiv:2106.08713
3DonWaymo Open Dataset
Latency, ms· 2021-06-16
4.58
best: 6.87 (dereyly_self_ensemble)
2nd Place Solution for Waymo Open Dataset Challenge - Real-time 2D Object Detection arXiv:2106.08713
2D ClassificationonWaymo Open Dataset
AP/L2· 2021-06-16
69.72
best: 70.41 (LeapMotor_Det)
2nd Place Solution for Waymo Open Dataset Challenge - Real-time 2D Object Detection arXiv:2106.08713
2D ClassificationonWaymo Open Dataset
Latency, ms· 2021-06-16
4.58
best: 6.87 (dereyly_self_ensemble)
2nd Place Solution for Waymo Open Dataset Challenge - Real-time 2D Object Detection arXiv:2106.08713
2D Object DetectiononWaymo Open Dataset
AP/L2· 2021-06-16
69.72
best: 70.41 (LeapMotor_Det)
2nd Place Solution for Waymo Open Dataset Challenge - Real-time 2D Object Detection arXiv:2106.08713
2D Object DetectiononWaymo Open Dataset
Latency, ms· 2021-06-16
4.58
best: 6.87 (dereyly_self_ensemble)
2nd Place Solution for Waymo Open Dataset Challenge - Real-time 2D Object Detection arXiv:2106.08713
16konWaymo Open Dataset
AP/L2· 2021-06-16
69.72
best: 70.41 (LeapMotor_Det)
2nd Place Solution for Waymo Open Dataset Challenge - Real-time 2D Object Detection arXiv:2106.08713
16konWaymo Open Dataset
Latency, ms· 2021-06-16
4.58
best: 6.87 (dereyly_self_ensemble)
2nd Place Solution for Waymo Open Dataset Challenge - Real-time 2D Object Detection arXiv:2106.08713

Computer Vision2 results

Object DetectiononWaymo Open Dataset
AP/L2· 2021-06-16
69.72
best: 70.41 (LeapMotor_Det)
2nd Place Solution for Waymo Open Dataset Challenge - Real-time 2D Object Detection arXiv:2106.08713
Object DetectiononWaymo Open Dataset
Latency, ms· 2021-06-16
4.58
best: 6.87 (dereyly_self_ensemble)
2nd Place Solution for Waymo Open Dataset Challenge - Real-time 2D Object Detection arXiv:2106.08713