Depth Estimation on Make3D

Metric: Abs Rel (higher is better)

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#	Model↕	Abs Rel▼	Extra Data	Paper	Date↕	Code
1	GCNDepth	0.424	No	GCNDepth: Self-supervised Monocular Depth Estima...	2021-12-13	Code
2	SharinGAN	0.377	No	SharinGAN: Combining Synthetic and Real Data for...	2020-06-07	Code
3	Monodepth2	0.322	No	Digging Into Self-Supervised Monocular Depth Est...	2018-06-04	Code
4	SPIDepth	0.299	No	SPIdepth: Strengthened Pose Information for Self...	2024-04-18	Code

#1GCNDepthSOTA
0.424
Abs Rel· 2021-12-13
GCNDepth: Self-supervised Monocular Depth Estimation based on Graph Convolutional Network Code
#2SharinGANSOTA
0.377
Abs Rel· 2020-06-07
SharinGAN: Combining Synthetic and Real Data for Unsupervised Geometry Estimation Code
#3Monodepth2SOTA
0.322
Abs Rel· 2018-06-04
Digging Into Self-Supervised Monocular Depth Estimation Code
#4SPIDepth
0.299
Abs Rel· 2024-04-18
SPIdepth: Strengthened Pose Information for Self-supervised Monocular Depth Estimation Code