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Papers Benchmarks Datasets Tasks

Optical Flow Estimation research benchmarks – Page 2 · SOTA2 Research

Optical Flow Estimation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

3.47EPE

13

Feb 26, 2026

KITTI-15 generalization (test)

3.72Fl-epe

12

Feb 26, 2026

Sintel generalization Clean

0.89EPE

12

Feb 26, 2026

1Rank

11

Feb 26, 2026

1Rank

11

Feb 26, 2026

11Rank

11

Feb 26, 2026

1Rank

11

Feb 26, 2026

MPI Sintel Final

2.12EPE

10

Feb 26, 2026

MPI Sintel Clean

1.03EPE

10

Feb 26, 2026

5.41Out-All

10

Feb 26, 2026

0.72EPE

10

Feb 26, 2026

XLIF-EV-FlowNet

0.6AEE

9

May 11, 2026

moon_jellyfish2 (test)

0.41AEE

9

May 11, 2026

1.05AEE

9

May 11, 2026

scan with board (test)

XLIF-EV-FlowNet

1.4AEE

9

May 11, 2026

1.61FWL

9

May 11, 2026

recording6 (test)

1.29FWL

9

May 11, 2026

flame_jellyfish19 (test)

XLIF-EV-FlowNet

1.38FWL

9

May 11, 2026

1.01FWL

9

May 11, 2026

Su 2017 (Blurriest 10%)

26.64PSNR (dB)

9

Feb 26, 2026

Sharpest 10% 2017

30.73PSNR (dB)

9

Feb 26, 2026

28.79PSNR (dB)

9

Feb 26, 2026

DSEC Fast-motion real (test)

0.58EPE

9

Feb 26, 2026

DSEC Slow-motion real (test)

0.47EPE

9

Feb 26, 2026

Event-KITTI synthetic (test)

0.72EPE

9

Feb 26, 2026

Page 2 of 4

Popular datasets

KITTI Scene Flow MPI Sintel DSEC Sintel

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