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Papers Benchmarks Datasets Tasks

Object Tracking research benchmarks – Page 3 · SOTA2 Research

Object Tracking

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

68.3IDF1

9

Feb 26, 2026

67.3Precision

9

Feb 26, 2026

71.5Success Rate

9

Feb 26, 2026

69.7AUC

8

Feb 26, 2026

VisEvent aedat4

49.2PR

8

Feb 26, 2026

0.68PR

8

Feb 26, 2026

Waymo Open (10-frame sequences)

1.1CoM

8

Feb 26, 2026

LowFormer-Track

63.1AUC

7

Mar 30, 2026

CATER static camera v1.0 (test)

74.8Top-1 Acc

7

Feb 26, 2026

LaSOT Protocol II (test)

54.4Success

7

Feb 26, 2026

Simulated Traffic Data

Raw Video Access (Highest Upper Bound)

0.881Stage 2 FoV Error

6

Mar 31, 2026

OnePose Low Texture original (test)

16.8Acc (1cm, 1°)

6

Feb 26, 2026

OnePose original (test)

51.1Accuracy (1cm/1°)

6

Feb 26, 2026

77.2IoU

6

Feb 26, 2026

VOT-D 2022 (test)

60EAO

6

Feb 26, 2026

40.5IoU

5

Jun 2, 2026

Real-World Tasks Multi-object

GaussTwin (full)

0.85Tracking Error (TE)

5

Mar 6, 2026

Real-World Tasks Single Object Push Down

GaussTwin (full)

0.7Tracking Error (TE)

5

Mar 6, 2026

Real-World Tasks Single Object Push

GaussTwin (full)

0.43Tracking Error (TE)

5

Mar 6, 2026

Hemorica (test)

96.9Precision

5

Feb 26, 2026

CATER moving camera v1.0 (test)

59.7Top 1 Acc

5

Feb 26, 2026

YouTube-VIS first 24 frames

23ARI

4

Jun 23, 2026

25ARI

4

Jun 23, 2026

48ARI

4

Jun 23, 2026

73ARI

4

Jun 23, 2026

Page 3 of 4

Popular datasets

HOTC VOT OTB VisEvent HiEve

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