Disparity Estimation

Benchmarks

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

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