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SotA/Computer Vision/Object Detection/KITTI Cars Moderate

Object Detection on KITTI Cars Moderate

Metric: AP75 (higher is better)

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#Model↕AP75▼Extra DataPaperDate↕Code
1DSGN++67.37NoDSGN++: Exploiting Visual-Spatial Relation for S...2022-04-06Code
2LIGA-Stereo64.66NoLIGA-Stereo: Learning LiDAR Geometry Aware Repre...2021-08-18Code
3CDN-DSGN54.2NoWasserstein Distances for Stereo Disparity Estim...2020-07-06Code
4CG-Stereo53.58NoConfidence Guided Stereo 3D Object Detection wit...2020-03-11-
5DSGN52.18NoDSGN: Deep Stereo Geometry Network for 3D Object...2020-01-10Code
6Disp R-CNN45.78NoDisp R-CNN: Stereo 3D Object Detection via Shape...2020-04-07Code
7Pseudo-LiDAR++42.43NoPseudo-LiDAR++: Accurate Depth for 3D Object Det...2019-06-14Code
8YoLoStereo3D41.25NoYOLOStereo3D: A Step Back to 2D for Efficient St...2021-03-17Code
9OC-Stereo37.6NoObject-Centric Stereo Matching for 3D Object Det...2019-09-17-
10Pseudo-LiDAR34.05NoPseudo-LiDAR from Visual Depth Estimation: Bridg...2018-12-18Code
11Stereo R-CNN30.23NoStereo R-CNN based 3D Object Detection for Auton...2019-02-26Code
12TL-Net4.37NoTriangulation Learning Network: from Monocular t...2019-06-04Code