Table 12 MACC rule component analysis on MOT20 validation set.

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

Configuration

\(\:{\beta\:}_{1}\)

\(\:{\beta\:}_{2}\)

\(\:{\beta\:}_{3}\)

\(\:{\tau\:}_{a}\)

HOTA

IDF1

AssA

MACC Off

0.000

0.000

0.000

0.40

68.45

89.80

69.74

Case 1

\(\:-\)0.100

0.000

0.000

0.40

68.41

89.73

69.65

Case 2

0.000

0.150

0.000

0.40

68.35

89.62

69.52

Case 3

0.000

0.000

-0.050

0.40

68.43

89.78

69.71

Case 3 (\(\:{\beta\:}_{3}\) Adjusted)

0.000

0.000

-0.125

0.40

68.46

89.86

69.77

Final

0.000

0.000

-0.125

0.35

68.53

89.99

69.91