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Models/MonoPair

MonoPair

Reported on 9 benchmarks across 8 tasks · 1 paper

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

Methodology5 results

3DonKITTI Cars Moderate
AP Medium· 2020-03-01
9.99
best: 20.95 (CIE)
MonoPair: Monocular 3D Object Detection Using Pairwise Spatial Relationships arXiv:2003.00504
3DonKITTI Cars Hard
Average Orientation Similarity· 2020-03-01
76.45
best: 80.96 (Ego-Net (Monocular RGB only))
MonoPair: Monocular 3D Object Detection Using Pairwise Spatial Relationships arXiv:2003.00504
2D ClassificationonKITTI Cars Moderate
AP Medium· 2020-03-01
9.99
best: 20.95 (CIE)
MonoPair: Monocular 3D Object Detection Using Pairwise Spatial Relationships arXiv:2003.00504
2D Object DetectiononKITTI Cars Moderate
AP Medium· 2020-03-01
9.99
best: 20.95 (CIE)
MonoPair: Monocular 3D Object Detection Using Pairwise Spatial Relationships arXiv:2003.00504
16konKITTI Cars Moderate
AP Medium· 2020-03-01
9.99
best: 20.95 (CIE)
MonoPair: Monocular 3D Object Detection Using Pairwise Spatial Relationships arXiv:2003.00504

Computer Vision3 results

Pose EstimationonKITTI Cars Hard
Average Orientation Similarity· 2020-03-01
76.45
best: 80.96 (Ego-Net (Monocular RGB only))
MonoPair: Monocular 3D Object Detection Using Pairwise Spatial Relationships arXiv:2003.00504
Object DetectiononKITTI Cars Moderate
AP Medium· 2020-03-01
9.99
best: 20.95 (CIE)
MonoPair: Monocular 3D Object Detection Using Pairwise Spatial Relationships arXiv:2003.00504
3D Object DetectiononKITTI Cars Moderate
AP Medium· 2020-03-01
9.99
best: 20.95 (CIE)
MonoPair: Monocular 3D Object Detection Using Pairwise Spatial Relationships arXiv:2003.00504

Audio1 result

1 Image, 2*2 StitchionKITTI Cars Hard
Average Orientation Similarity· 2020-03-01
76.45
best: 80.96 (Ego-Net (Monocular RGB only))
MonoPair: Monocular 3D Object Detection Using Pairwise Spatial Relationships arXiv:2003.00504