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Multi-Object Tracking research benchmarks – Page 4 · SOTA2 Research

Multi-Object Tracking

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

67.9MOTA

9

Feb 26, 2026

SportsMOT (val)

86.2HOTA

8

May 4, 2026

FishTrack 23 1.0 (test)

55.206HOTA

8

Feb 26, 2026

MOT17 Private detections (test)

74.5MOTA

8

Feb 26, 2026

RegionCLIP + OVTrack

34.8Base TETA

8

Feb 26, 2026

MMPTRACK (test)

Alibaba DAMO Academy

96MOTA

8

Feb 26, 2026

72.6MOTA

8

Feb 26, 2026

KITTI Pedestrian online official (test)

52.35MOTA

7

Feb 26, 2026

MOT-16 private data protocol

66.1MOTA

7

Feb 26, 2026

ImageNet VID (val)

74.5Mean AP

7

Feb 26, 2026

CrowdedSalmon (CS) (val)

1.4Transfer

6

May 19, 2026

82.2HOTA

6

Apr 21, 2026

22FPS

6

Mar 31, 2026

MovingDroneCrowd++

34.4HOTA

6

Feb 26, 2026

88.03HOTA

6

Feb 26, 2026

AgriSORT Grapes (test)

46.58HOTA

6

Feb 26, 2026

TexCot22 (test)

72.25HOTA

6

Feb 26, 2026

Open-vocabulary MOT benchmark (test)

47Base TETA

6

Feb 26, 2026

TAO (Novel classes)

32.6TETA

6

Feb 26, 2026

TAO Base classes

35.5TETA

6

Feb 26, 2026

TAO challenge (val)

25.8AP50

6

Feb 26, 2026

MOT20 Public detections (test)

71.6IDF1

6

Feb 26, 2026

98.2IDF1

6

Feb 26, 2026

MOT15 1.0 (test)

62.1IDF1

6

Feb 26, 2026

KITTI car tracking (online)

85.7MOTA

6

Feb 26, 2026

Page 4 of 6

Popular datasets

MOT KITTI TAO nuScenes SportsMOT

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