← Depth Estimation

Papers with Code · CC BY-SA 4.0

Stanford2D3D Panoramic

아카이브 평가 18건 · 마지막 적재/변경 2026-10-30

원본 데이터셋 링크 1

평가 기록

과거 수집 기록이며 최신 순위가 아닙니다. 데이터셋 버전·split·실험 조건과 지표 방향이 검증되지 않은 결과는 직접 비교할 수 없습니다. 날짜는 논문 날짜이며 최신 평가일을 뜻하지 않습니다.

표가 화면보다 넓으면 좌우로 스크롤하여 논문과 구현 링크를 확인하세요.

원본 기록 순서 · 순위 미부여
모델	원본 지표·값	논문	구현
HiMODE	RMSE 0.2619 absolute relative error 0.0532	HiMODE: A Hybrid Monocular Omnidirectional Depth Estimation Model 2022-04-11	연결 없음
FreDSNet	RMSE 0.2727 absolute relative error 0.0952	FreDSNet: Joint Monocular Depth and Semantic Segmentation with Fast Fourier Convolutions 2022-10-04	코드 1
NLFB	RMSE 0.2776 absolute relative error 0.0649	Improving 360 Monocular Depth Estimation via Non-local Dense Prediction Transformer and Joint Supervised and Self-supervised Learning 2021-09-22	코드 1
PanoFormer	RMSE 0.3083 absolute relative error 0.0405	PanoFormer: Panorama Transformer for Indoor 360 Depth Estimation 2022-03-17	코드 1
ACDNet	RMSE 0.341 absolute relative error 0.0984	ACDNet: Adaptively Combined Dilated Convolution for Monocular Panorama Depth Estimation 2021-12-29	코드 1
OmniFusion (2-iter)	RMSE 0.3474 absolute relative error 0.095	OmniFusion: 360 Monocular Depth Estimation via Geometry-Aware Fusion 2022-03-02	코드 1
GLPanoDepth	RMSE 0.3493	GLPanoDepth: Global-to-Local Panoramic Depth Estimation 2022-02-06	코드 1
Neural Contourlet Network	RMSE 0.3528 absolute relative error 0.0558	Neural Contourlet Network for Monocular 360 Depth Estimation 2022-08-03	코드 1
SliceNet	RMSE 0.3684 absolute relative error 0.0744	SliceNet: Deep Dense Depth Estimation From a Single Indoor Panorama Using a Slice-Based Representation 2021-06-19	연결 없음
DisConv	RMSE 0.369 absolute relative error 0.176	Distortion-Aware Convolutional Filters for Dense Prediction in Panoramic Images 2018-09-01	연결 없음
UniFuse with fusion	RMSE 0.3691 absolute relative error 0.1114	UniFuse: Unidirectional Fusion for 360$^{\circ}$ Panorama Depth Estimation 2021-02-06	코드 1
BiFuse++	RMSE 0.372 absolute relative error 0.1117	BiFuse++: Self-supervised and Efficient Bi-projection Fusion for 360 Depth Estimation 2022-09-07	코드 1
PanoDepth	RMSE 0.3747 absolute relative error 0.0972	PanoDepth: A Two-Stage Approach for Monocular Omnidirectional Depth Estimation 2022-02-02	연결 없음
HoHoNet (ResNet-101)	RMSE 0.3834 absolute relative error 0.1014	HoHoNet: 360 Indoor Holistic Understanding with Latent Horizontal Features 2020-11-23	코드 1
BiFuse with fusion	RMSE 0.4142 absolute relative error 0.1209	BiFuse: Monocular 360 Depth Estimation via Bi-Projection Fusion 2020-06-01	코드 1
Jin et al.	RMSE 0.421	Geometric Structure Based and Regularized Depth Estimation From 360 Indoor Imagery 2020-06-01	연결 없음
SphereDepth	RMSE 0.4512 absolute relative error 0.1158	SphereDepth: Panorama Depth Estimation from Spherical Domain 2022-08-29	연결 없음
OmniDepth	RMSE 0.6152 absolute relative error 0.1996	OmniDepth: Dense Depth Estimation for Indoors Spherical Panoramas 2018-07-25	코드 1