Table 6 Comparison with state-of-the-art methods on DanceTrack test set.

From: ClarityTrack for multi object tracking via hierarchical association and environment specific cost matching

Method

Post-Processing

HOTA (%)

IDF1 (%)

MOTA (%)

AssA (%)

ByteTrack

On

53.9

47.7

89.9

32.1

OC-SORT

Off

55.1

54.6

92.0

38.3

*StrongSORT++

On

55.6

55.2

91.1

38.6

GHOST59

N/a

56.7

57.7

91.3

39.8

PD-SORT

N/a

58.2

57.5

89.6

42.1

CBIoU60

N/a

60.6

61.6

91.6

45.4

Deep OC-SORT

On

61.3

61.5

92.3

45.8

CMTrack

On

61.8

63.3

92.5

46.4

UCMCTrack+

N/a

63.6

65.0

88.9

51.3

ClarityTrack (Ours)

On

64.6

66.3

93.7

49.8

  1. *Denotes offline-based methods. Post-Processing denotes usage of trajectory interpolation or linking techniques: On = applied, Off = not applied, N/a = not verified from the original paper or official code.
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