Depth Estimation on Stanford2D3D Panoramic

Metric: RMSE (lower is better)

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Results

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#	Model↕	RMSE▲	Extra Data	Paper	Date↕	Code
1	HiMODE	0.2619	No	HiMODE: A Hybrid Monocular Omnidirectional Depth...	2022-04-11	-
2	FreDSNet	0.2727	No	FreDSNet: Joint Monocular Depth and Semantic Seg...	2022-10-04	Code
3	NLFB	0.2776	No	Improving 360 Monocular Depth Estimation via Non...	2021-09-22	Code
4	PanoFormer	0.3083	No	PanoFormer: Panorama Transformer for Indoor 360 ...	2022-03-17	Code
5	ACDNet	0.341	No	ACDNet: Adaptively Combined Dilated Convolution ...	2021-12-29	Code
6	OmniFusion (2-iter)	0.3474	No	OmniFusion: 360 Monocular Depth Estimation via G...	2022-03-02	Code
7	GLPanoDepth	0.3493	No	GLPanoDepth: Global-to-Local Panoramic Depth Est...	2022-02-06	Code
8	Neural Contourlet Network	0.3528	No	Neural Contourlet Network for Monocular 360 Dept...	2022-08-03	Code
9	SliceNet	0.3684	No	-	-	-
10	DisConv	0.369	No	-	-	-
11	UniFuse with fusion	0.3691	No	UniFuse: Unidirectional Fusion for 360$^{\circ}$...	2021-02-06	Code
12	BiFuse++	0.372	No	BiFuse++: Self-supervised and Efficient Bi-proje...	2022-09-07	Code
13	PanoDepth	0.3747	No	PanoDepth: A Two-Stage Approach for Monocular Om...	2022-02-02	-
14	HoHoNet (ResNet-101)	0.3834	No	HoHoNet: 360 Indoor Holistic Understanding with ...	2020-11-23	Code
15	BiFuse with fusion	0.4142	No	-	-	Code
16	Jin et al.	0.421	No	-	-	-
17	SphereDepth	0.4512	No	SphereDepth: Panorama Depth Estimation from Sphe...	2022-08-29	-
18	OmniDepth	0.6152	No	OmniDepth: Dense Depth Estimation for Indoors Sp...	2018-07-25	Code