3D Face Reconstruction on Florence

Metric: RMSE Outdoor (lower is better)

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#	Model↕	RMSE Outdoor▲	Extra Data	Paper	Date↕	Code
1	DenseLandmarks (Multi-view)	1.42	No	3D face reconstruction with dense landmarks	2022-04-06	-
2	DenseLandmarks (Single-view)	1.61	No	3D face reconstruction with dense landmarks	2022-04-06	-
3	Deep3DFaceReconstruction	1.69	No	Accurate 3D Face Reconstruction with Weakly-Supe...	2019-03-20	Code
4	Genova et al.	1.76	No	Unsupervised Training for 3D Morphable Model Reg...	2018-06-15	Code
5	Tran et al.	1.93	No	Regressing Robust and Discriminative 3D Morphabl...	2016-12-15	Code

#1DenseLandmarks (Multi-view)SOTA
1.42
RMSE Outdoor· 2022-04-06
3D face reconstruction with dense landmarks
#2DenseLandmarks (Single-view)SOTA
1.61
RMSE Outdoor· 2022-04-06
3D face reconstruction with dense landmarks
#3Deep3DFaceReconstructionSOTA
1.69
RMSE Outdoor· 2019-03-20
Accurate 3D Face Reconstruction with Weakly-Supervised Learning: From Single Image to Image Set Code
#4Genova et al.SOTA
1.76
RMSE Outdoor· 2018-06-15
Unsupervised Training for 3D Morphable Model Regression Code
#5Tran et al.SOTA
1.93
RMSE Outdoor· 2016-12-15
Regressing Robust and Discriminative 3D Morphable Models with a very Deep Neural Network Code