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Multi-Object Tracking research benchmarks – Page 3 · SOTA2 Research

Multi-Object Tracking

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

RegionCLIP + OVTrack

36.3Base TETA

14

Feb 26, 2026

AnimalTrack (test)

SAM2-Animal-Tracking

58HOTA

13

Jun 2, 2026

SportsMOT 11 (test)

72.6HOTA

13

Feb 26, 2026

EmboTrack BipTrack (test)

45HOTA

12

Jun 30, 2026

EmboTrack QuadTrack (test)

36.1HOTA

12

Jun 30, 2026

-44.9BD-Rate MOTA

12

Jun 15, 2026

69.4IDF1

12

Feb 26, 2026

MOT17 public detections (test)

54.9HOTA

11

Apr 21, 2026

WILDTRACK (remaining 10%)

97.1MOTA

11

Apr 21, 2026

71.1HOTA

11

Mar 24, 2026

SDM-Car-SU (U3)

52.4MOTA

11

Feb 26, 2026

SDM-Car-SU (U2)

55.3MOTA

11

Feb 26, 2026

SDM-Car-SU (U1)

61.1MOTA

11

Feb 26, 2026

QuadTrack (test)

23.45HOTA

11

Feb 26, 2026

MooTrack360 1-hour Video Sequence

GenTrack Simple

99.266ATA

10

Jun 19, 2026

DSEC-MOT (test)

55.4HOTA

10

Jun 15, 2026

MOTChallenge 20 (test)

76.7MOTA

10

Mar 31, 2026

KITTI Tracking Car

78.8HOTA

10

Feb 26, 2026

VisDrone-MOT 2019 (val)

94.51MOTA

9

Jun 5, 2026

85.47HOTA

9

Apr 16, 2026

32.7AMOTA (0-100 m Overall)

9

Apr 13, 2026

nuScenes (test)

FocalFormer-L + SimpleTrack

0.715AMOTA

9

Mar 4, 2026

74.61HOTA

9

Feb 26, 2026

VisDrone MOT 2019 (test-dev)

58.6IDF1

9

Feb 26, 2026

SoccerNet Tracking Challenge 2023 (test)

75.61HOTA

9

Feb 26, 2026

Page 3 of 6

Popular datasets

MOT KITTI TAO nuScenes SportsMOT

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