Depth Estimation on NYU-Depth V2

Metric: RMS (higher is better)

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#	Model↕	RMS▼	Extra Data	Paper	Date↕	Code
1	PAD-Net	0.792	No	PAD-Net: Multi-Tasks Guided Prediction-and-Disti...	2018-05-11	-
2	MS-CRF	0.586	No	Multi-Scale Continuous CRFs as Sequential Deep N...	2017-04-07	Code
3	DORN	0.509	No	Deep Ordinal Regression Network for Monocular De...	2018-06-06	Code
4	Freeform	0.433	No	Deep Optics for Monocular Depth Estimation and 3...	2019-04-18	-
5	Optimized, freeform	0.4325	No	Deep Optics for Monocular Depth Estimation and 3...	2019-04-18	-
6	VNL	0.416	No	Enforcing geometric constraints of virtual norma...	2019-07-29	Code
7	BTS	0.407	No	From Big to Small: Multi-Scale Local Planar Guid...	2019-07-24	Code
8	TransDepth (AGD+ ViT)	0.365	No	Transformer-Based Attention Networks for Continu...	2021-03-22	Code
9	AdaBins	0.364	No	AdaBins: Depth Estimation using Adaptive Bins	2020-11-28	Code
10	P3Depth	0.356	No	P3Depth: Monocular Depth Estimation with a Piece...	2022-04-05	Code
11	SwinV2-B 1K-MIM	0.304	No	Revealing the Dark Secrets of Masked Image Model...	2022-05-26	Code
12	Semantic-aware NN	0.3	No	3D Ken Burns Effect from a Single Image	2019-09-12	Code
13	SwinV2-L 1K-MIM	0.287	No	Revealing the Dark Secrets of Masked Image Model...	2022-05-26	Code
14	DINOv2 (ViT-g/14 frozen, w/ DPT decoder)	0.279	Yes	DINOv2: Learning Robust Visual Features without ...	2023-04-14	Code
15	EVP	0.224	No	EVP: Enhanced Visual Perception using Inverse Mu...	2023-12-13	Code