Depth Completion on VOID

Metric: MAE (lower is better)

LeaderboardDataset

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#	Model↕	MAE▲	Extra Data	Paper	Date↕	Code
1	NLSPN	26.736	No	Non-Local Spatial Propagation Network for Depth ...	2020-07-20	Code
2	KBNet	39.8	No	Unsupervised Depth Completion with Calibrated Ba...	2021-08-24	Code
3	ScaffNet-FusionNet	59.53	No	Learning Topology from Synthetic Data for Unsupe...	2021-06-06	Code
4	VOICED	85.05	No	Unsupervised Depth Completion from Visual Inerti...	2019-05-15	Code
5	DDP	151.86	No	Dense Depth Posterior (DDP) from Single Image an...	2019-01-28	-
6	SS-S2D	178.85	No	Self-supervised Sparse-to-Dense: Self-supervised...	2018-07-01	Code

#1NLSPNSOTA
26.736
MAE· 2020-07-20
Non-Local Spatial Propagation Network for Depth Completion Code
#2KBNet
39.8
MAE· 2021-08-24
Unsupervised Depth Completion with Calibrated Backprojection Layers Code
#3ScaffNet-FusionNet
59.53
MAE· 2021-06-06
Learning Topology from Synthetic Data for Unsupervised Depth Completion Code
#4VOICEDSOTA
85.05
MAE· 2019-05-15
Unsupervised Depth Completion from Visual Inertial Odometry Code
#5DDPSOTA
151.86
MAE· 2019-01-28
Dense Depth Posterior (DDP) from Single Image and Sparse Range
#6SS-S2DSOTA
178.85
MAE· 2018-07-01
Self-supervised Sparse-to-Dense: Self-supervised Depth Completion from LiDAR and Monocular Camera Code