Categories Companies Research

Loading the SOTA2 catalog…

Explore

Categories Companies Research

Contribute

Join SOTA2 Contact

SOTA2

© 2026 SOTA2

Build in Bellevue, USA

WizWand is now SOTA2 Research

Papers Benchmarks Datasets Tasks

Disparity Estimation research benchmarks · SOTA2 Research

Disparity Estimation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

KITTI 2015 (test)

1.48D1 Error (bg, all)

77

Feb 26, 2026

Scene Flow (test)

0.46EPE

24

Feb 26, 2026

3.89Disparity RMSE

12

May 19, 2026

0.32EPE

11

Feb 26, 2026

0.18EPE

11

Feb 26, 2026

0.27EPE

11

Feb 26, 2026

KITTI 2012 (test)

0.5Mean Error (Noc)

9

Feb 26, 2026

FlyingThings3D (test)

1.27EPE

7

Feb 26, 2026

FlyingThings3D 2k images (val)

0.018Disp. AI(1)

6

Feb 26, 2026

KITTI 2015 (val)

0.62EPE (px)

6

Feb 26, 2026

Boxes synthetic light field

0.047MSE

6

Feb 26, 2026

Cotton (synthetic light field)

0.007MSE

6

Feb 26, 2026

Dino light field (synthetic)

0.004MSE

6

Feb 26, 2026

Sideboard synthetic light field

0.009MSE

6

Feb 26, 2026

Piano synthetic light field

0.087Mean Squared Error (MSE)

6

Feb 26, 2026

Living Room synthetic light field

Differentiable Diffusion

0.2MSE

6

Feb 26, 2026

KITTI 2015 4x SR (test)

SSRDE-FNet (Estimated HR disparity)

3.52EPE (Noc)

4

Feb 26, 2026

KITTI 4x SR 2012 (test)

SSRDE-FNet (Estimated HR disparity)

3.9EPE (Noc)

4

Feb 26, 2026

KITTI scene flow 2015 (train)

26.8D1 Error (Background)

4

Feb 26, 2026

0.813MAE

3

Feb 26, 2026

Enschede (test)

Ours (DFC fine-tuned)

3.93MAE (px)

2

Feb 26, 2026

EuroSDR-Vaihingen (test)

1.32MAE (px)

2

Feb 26, 2026

Popular datasets

KITTI FlyingThings3D Cityscapes Sintel M3ED

Follow for updates

Join SOTA2 Contact