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Models/DSGN

DSGN

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 Cars Moderate
AP75· 2020-01-10
52.18
best: 67.37 (DSGN++)
SOTA
DSGN: Deep Stereo Geometry Network for 3D Object Detection arXiv:2001.03398
3DonKITTI Cyclists Moderate
AP50· 2020-01-10
18.17
best: 43.9 (DSGN++)
SOTA
DSGN: Deep Stereo Geometry Network for 3D Object Detection arXiv:2001.03398
3DonKITTI Pedestrians Moderate
AP50· 2020-01-10
15.55
best: 32.74 (DSGN++)
SOTA
DSGN: Deep Stereo Geometry Network for 3D Object Detection arXiv:2001.03398
2D ClassificationonKITTI Cars Moderate
AP75· 2020-01-10
52.18
best: 67.37 (DSGN++)
SOTA
DSGN: Deep Stereo Geometry Network for 3D Object Detection arXiv:2001.03398
2D ClassificationonKITTI Cyclists Moderate
AP50· 2020-01-10
18.17
best: 43.9 (DSGN++)
SOTA
DSGN: Deep Stereo Geometry Network for 3D Object Detection arXiv:2001.03398
2D ClassificationonKITTI Pedestrians Moderate
AP50· 2020-01-10
15.55
best: 32.74 (DSGN++)
SOTA
DSGN: Deep Stereo Geometry Network for 3D Object Detection arXiv:2001.03398
2D Object DetectiononKITTI Cars Moderate
AP75· 2020-01-10
52.18
best: 67.37 (DSGN++)
SOTA
DSGN: Deep Stereo Geometry Network for 3D Object Detection arXiv:2001.03398
2D Object DetectiononKITTI Cyclists Moderate
AP50· 2020-01-10
18.17
best: 43.9 (DSGN++)
SOTA
DSGN: Deep Stereo Geometry Network for 3D Object Detection arXiv:2001.03398
2D Object DetectiononKITTI Pedestrians Moderate
AP50· 2020-01-10
15.55
best: 32.74 (DSGN++)
SOTA
DSGN: Deep Stereo Geometry Network for 3D Object Detection arXiv:2001.03398
16konKITTI Cars Moderate
AP75· 2020-01-10
52.18
best: 67.37 (DSGN++)
SOTA
DSGN: Deep Stereo Geometry Network for 3D Object Detection arXiv:2001.03398
16konKITTI Cyclists Moderate
AP50· 2020-01-10
18.17
best: 43.9 (DSGN++)
SOTA
DSGN: Deep Stereo Geometry Network for 3D Object Detection arXiv:2001.03398
16konKITTI Pedestrians Moderate
AP50· 2020-01-10
15.55
best: 32.74 (DSGN++)
SOTA
DSGN: Deep Stereo Geometry Network for 3D Object Detection arXiv:2001.03398

Computer Vision6 results

Object DetectiononKITTI Cars Moderate
AP75· 2020-01-10
52.18
best: 67.37 (DSGN++)
SOTA
DSGN: Deep Stereo Geometry Network for 3D Object Detection arXiv:2001.03398
Object DetectiononKITTI Cyclists Moderate
AP50· 2020-01-10
18.17
best: 43.9 (DSGN++)
SOTA
DSGN: Deep Stereo Geometry Network for 3D Object Detection arXiv:2001.03398
Object DetectiononKITTI Pedestrians Moderate
AP50· 2020-01-10
15.55
best: 32.74 (DSGN++)
SOTA
DSGN: Deep Stereo Geometry Network for 3D Object Detection arXiv:2001.03398
3D Object DetectiononKITTI Cars Moderate
AP75· 2020-01-10
52.18
best: 67.37 (DSGN++)
SOTA
DSGN: Deep Stereo Geometry Network for 3D Object Detection arXiv:2001.03398
3D Object DetectiononKITTI Cyclists Moderate
AP50· 2020-01-10
18.17
best: 43.9 (DSGN++)
SOTA
DSGN: Deep Stereo Geometry Network for 3D Object Detection arXiv:2001.03398
3D Object DetectiononKITTI Pedestrians Moderate
AP50· 2020-01-10
15.55
best: 32.74 (DSGN++)
SOTA
DSGN: Deep Stereo Geometry Network for 3D Object Detection arXiv:2001.03398