Domain Adaptation on virtual KITTI to KITTI (MDE)

Metric: RMSE (lower is better)

LeaderboardDataset

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#	Model↕	RMSE ▲	Augmentations	Paper	Date↕	Code
1	CoReg	4.449	No	Consistency Regularisation for Unsupervised Doma...	2024-05-27	Code
2	3D-PL	4.463	No	3D-PL: Domain Adaptive Depth Estimation with 3D-...	2022-09-19	Code
3	T2Net	4.674	No	T2Net: Synthetic-to-Realistic Translation for So...	2018-08-04	Code
4	AdaDepth	6.251	No	AdaDepth: Unsupervised Content Congruent Adaptat...	2018-03-05	-

#1CoRegSOTA
4.449
RMSE · 2024-05-27
Consistency Regularisation for Unsupervised Domain Adaptation in Monocular Depth Estimation Code
#23D-PLSOTA
4.463
RMSE · 2022-09-19
3D-PL: Domain Adaptive Depth Estimation with 3D-aware Pseudo-Labeling Code
#3T2NetSOTA
4.674
RMSE · 2018-08-04
T2Net: Synthetic-to-Realistic Translation for Solving Single-Image Depth Estimation Tasks Code
#4AdaDepthSOTA
6.251
RMSE · 2018-03-05
AdaDepth: Unsupervised Content Congruent Adaptation for Depth Estimation