方法

汽车行人骑行者

mAP

简单中等困难

简单中等困难

简单中等困难

VoxelNet [3]

77.47

65.11

57.73

39.48

33.69

31.50

61.22

48.36

44.37

49.05

Second [4]

83.13

73.66

66.20

51.07

42.56

37.29

70.51

53.85

46.90

56.69

PointPillars [5]

79.05

74.99

68.30

52.08

43.53

41.49

75.48

59.07

52.92

59.20

改进PointPillars

85.59

75.97

71.99

53.50

47.15

43.23

80.71

63.11

60.14

62.07