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Multi-Object Tracking research benchmarks – Page 2 · SOTA2 Research

Multi-Object Tracking

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

CrowdedSalmon body parts (val)

2.5Transfer

25

May 19, 2026

51.9HOTA

25

Apr 30, 2026

79.1HOTA

25

Feb 26, 2026

KITTI leaderboard (test)

81.76HOTA

25

Feb 26, 2026

81.1IDF1

24

Apr 30, 2026

MOT20 Private detections (test)

79.8IDF1

24

Feb 26, 2026

54.8Base TETA

23

Mar 26, 2026

MOT16 1.0 (test)

72.9MOTA

21

Feb 26, 2026

Waymo Open Dataset (WOD) Level 2 (test)

91.59MOTA

21

Feb 26, 2026

Waymo Open Dataset (WOD) Level 1 (test)

92.17MOTA

21

Feb 26, 2026

DanceTrack 58 (test)

72HOTA

20

Feb 26, 2026

KITTI Cars (test)

89.44MOTA

20

Feb 26, 2026

CrowdedSalmon (CS) salmon (val)

1.4Transfer

19

May 19, 2026

66.903ATA

18

Jun 19, 2026

63.31HOTA

18

Jun 4, 2026

79.3IDF1

18

Feb 26, 2026

AnimalTrack 44 (test)

56.2HOTA

17

Jul 2, 2026

QuadTrack depth-enabled (test)

33.674HOTA

16

Jun 30, 2026

31.117HOTA

16

Jun 30, 2026

48.9HOTA

16

Jun 15, 2026

SpaceAnimal-MOT Fruitfly

62.2HOTA

16

Apr 30, 2026

SpaceAnimal-MOT Zebrafish

52HOTA

16

Apr 30, 2026

MOT Challenge (test)

7,318False Positives (FP)

16

Feb 26, 2026

71.3HOTA

15

Jul 2, 2026

DanceTrack (val)

63.4HOTA

15

Jun 4, 2026

Page 2 of 6

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