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Papers Benchmarks Datasets Tasks

Visual Object Tracking research benchmarks – Page 5 · SOTA2 Research

Visual Object Tracking

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

50.7AUC

13

Feb 26, 2026

TNL2K 30 (test)

56.5AUC

13

Feb 26, 2026

76.2Success Rate (SR)

12

Mar 5, 2026

78.5Success Rate (SR)

12

Mar 5, 2026

84.3Success Rate (SR)

12

Mar 5, 2026

74.3Precision

12

Feb 26, 2026

ARKitTrack (test)

49.5Precision

12

Feb 26, 2026

64.8mIoU

12

Feb 26, 2026

63.9Success

12

Feb 26, 2026

VOT real-time challenge 2017

0.53Accuracy

12

Feb 26, 2026

86.5OP

12

Feb 26, 2026

69.4Quality

11

Jun 24, 2026

Generic Tracking Efficiency Benchmark (test)

209Speed (fps)

11

Feb 26, 2026

LaSOText 12 (test)

50.5AUC

11

Feb 26, 2026

TrackingNet v1.0 (test)

74Success Rate (Suc)

11

Feb 26, 2026

82DP

11

Feb 26, 2026

89.6OP50

10

Jul 3, 2026

OTB Motion-Blur Sequences

65IoU (BlurBody)

10

Mar 23, 2026

VOT 2024 (test)

72.2Quality

10

Feb 26, 2026

79DP

10

Feb 26, 2026

0.48ALC

10

Feb 26, 2026

0.52AUC

10

Feb 26, 2026

50 videos dataset (test)

73.2Mean Precision (20px)

10

Feb 26, 2026

63.2P Score

9

Feb 26, 2026

DAVIS 16 (test)

92J&F Measure

9

Feb 26, 2026

Page 5 of 7

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