Table 22.
Comparison of the Results on the KITTI Test Dataset for the Car Category.
KITTI Test Dataset (Category: Car) | |||||||||
---|---|---|---|---|---|---|---|---|---|
Task: 3DOR | |||||||||
APBV (IoU @ 0.7) | AP3D (IoU @ 0.7) | AOS | |||||||
Ref | Easy | Moderate | Hard | Easy | Moderate | Hard | Easy | Moderate | Hard |
[55] | 19.28 | 14.83 | 12.89 | 13.04 | 9.99 | 8.65 | - | - | - |
[56] | - | - | - | 7.69 | 6.29 | 6.16 | - | - | - |
[57] (3) | 11.74 | 9.58 | 7.77 | 11.74 | 9.58 | 7.77 | - | - | - |
[58] | 24.15 | 15.93 | 12.11 | 17.51 | 11.46 | 8.98 | - | - | - |
[59] | 61.67 | 43.87 | 36.44 | 49.23 | 34.05 | 28.39 | - | - | - |
[61] | - | - | - | 23.49 | 21.27 | 19.81 | - | - | - |
[63] | 88.62 | 86.16 | 78.68 | 84.19 | 75.81 | 67.80 | 90.5 | 88.88 | 87.34 |
[66] | 86.93 | 83.98 | 77.85 | 79.75 | 72.57 | 66.33 | - | - | - |
[67] | 78.04 | 65.03 | 57.89 | 65.43 | 57.34 | 51.85 | 85.94 | 76.84 | 68.9 |
[68] | - | - | - | 81.67 | 76.34 | 70.34 | - | - | - |
[69] | 93.11 | 89.17 | 83.9 | 88.33 | 79.47 | 72.29 | - | - | - |
[76] | 89.2 | 85.9 | 78.1 | 83.2 | 72.7 | 65.2 | - | - | - |
[77] | 89.61 | 85.08 | 80.42 | 81.11 | 72.93 | 67.24 | - | - | - |