Method

MonoATT_V2 [MonoATT_V2]
[Anonymous Submission]

Submitted on 28 Jan. 2023 04:36 by
[Anonymous Submission]

Running time:0.03 s
Environment:1 core @ 2.5 Ghz (C/C++)

Method Description:
A new version of MonoATT reporting 3 categories.
Parameters:
\alpha=0.2
Latex Bibtex:
None

Detailed Results

Object detection and orientation estimation results. Results for object detection are given in terms of average precision (AP) and results for joint object detection and orientation estimation are provided in terms of average orientation similarity (AOS).


Benchmark Easy Moderate Hard
Car (Detection) 94.09 % 90.80 % 83.58 %
Car (Orientation) 93.97 % 90.33 % 82.93 %
Car (3D Detection) 23.84 % 17.44 % 16.33 %
Car (Bird's Eye View) 35.95 % 26.30 % 24.20 %
Pedestrian (Detection) 64.25 % 48.07 % 43.73 %
Pedestrian (Orientation) 51.81 % 37.95 % 34.33 %
Pedestrian (3D Detection) 10.55 % 6.66 % 5.43 %
Pedestrian (Bird's Eye View) 11.63 % 7.40 % 6.56 %
Cyclist (Detection) 78.21 % 54.84 % 47.98 %
Cyclist (Orientation) 67.09 % 45.86 % 39.83 %
Cyclist (3D Detection) 5.74 % 3.68 % 2.94 %
Cyclist (Bird's Eye View) 6.73 % 4.44 % 3.75 %
This table as LaTeX


2D object detection results.
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Orientation estimation results.
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3D object detection results.
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Bird's eye view results.
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2D object detection results.
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Orientation estimation results.
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3D object detection results.
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Bird's eye view results.
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2D object detection results.
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Orientation estimation results.
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3D object detection results.
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Bird's eye view results.
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