Disparity Estimation

Benchmarks

Dataset Name	SOTA Method	Metric
KITTI 2015 (test)		D1 Error (bg, all)1.48	77	3mo ago
Scene Flow (test)	ACVNet	EPE0.46	24	3mo ago
Cityscapes	M2H-MX-L	Disparity RMSE3.89	12	15d ago
Sintel	IGEV	EPE0.32	11	3mo ago
Vkitti 2	DenVisCoM	EPE0.18	11	3mo ago
KITTI 15	DenVisCoM	EPE0.27	11	3mo ago
KITTI 2012 (test)	PSMNet	Mean Error (Noc)0.5	9	3mo ago
FlyingThings3D (test)	iResNet	EPE1.27	7	3mo ago
FlyingThings3D 2k images (val)	CADS	Disp. AI(1)0.0177	6	3mo ago
KITTI 2015 (val)	GwcNet-g	EPE (px)0.62	6	3mo ago
Boxes synthetic light field	Li et al.	MSE0.0467	6	3mo ago
Cotton (synthetic light field)		MSE0.0068	6	3mo ago
Dino light field (synthetic)		MSE0.0041	6	3mo ago
Sideboard synthetic light field		MSE0.0089	6	3mo ago
Piano synthetic light field		Mean Squared Error (MSE)0.0866	6	3mo ago
Living Room synthetic light field	Differentiable Diffusion	MSE0.2	6	3mo ago
KITTI 2015 4x SR (test)	SSRDE-FNet (Estimated HR disparity)	EPE (Noc)3.52	4	3mo ago
KITTI 4x SR 2012 (test)	SSRDE-FNet (Estimated HR disparity)	EPE (Noc)3.9	4	3mo ago
KITTI scene flow 2015 (train)	Insta-DM	D1 Error (Background)26.8	4	3mo ago
M3ED (test)	Ours	MAE0.813	3	3mo ago
Enschede (test)	Ours (DFC fine-tuned)	MAE (px)3.93	2	3mo ago
EuroSDR-Vaihingen (test)		MAE (px)1.32	2	3mo ago

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