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Papers Benchmarks Datasets Tasks

Motion Estimation research benchmarks · SOTA2 Research

Motion Estimation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

MOT17, MOT20, SoccerNet, DanceTrack Combined (test)

72.66mAR

36

Jun 4, 2026

Close scenario (test)

22.5MSE

18

Feb 26, 2026

0.001Time

13

May 25, 2026

nuScenes Speed <= 5m/s

Self-Supervised Pillar Motion Learning

0.229Mean Error

11

Feb 26, 2026

nuScenes Static

0.004Mean Error

11

Feb 26, 2026

Free scenario (test)

117.9MSE

9

Feb 26, 2026

Const_v scenario (test)

89.2MSE

9

Feb 26, 2026

Toy scenario (test)

79.4MSE

8

Feb 26, 2026

0.001Time

5

May 25, 2026

0.01Time

5

May 25, 2026

0.001Time

5

May 25, 2026

Foreman sequence

27.89PSNR

5

May 25, 2026

Synthetic Tagged MRI

0.6EPE

5

Mar 4, 2026

TotalCapture japan-office synthetic sequences 1.0

4.13MPJPE (Relative)

5

Feb 26, 2026

TotalCapture flood-ground synthetic sequences 1.0

4.64r.MPJPE

5

Feb 26, 2026

BioHuman10M (test)

0.3RMSE Pose

4

May 15, 2026

88,791TP

4

Feb 26, 2026

Event Camera Dataset (ECD) (boxes)

56.364Rotation RMSE

3

May 21, 2026

Event Camera Dataset (ECD) (dynamic)

6.627Rotation RMSE

3

May 21, 2026

Popular datasets

nuScenes TotalCapture Foreman Event Camera Dataset Toy scenario

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