OpenCodePapers

monocular-depth-estimation-on-eth3d

Depth EstimationMonocular Depth Estimation
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PaperCodeDelta < 1.25absolute relative errorModelNameReleaseDate
Distill Any Depth: Distillation Creates a Stronger Monocular Depth Estimator✓ Link0.9810.054Distill Any Depth2025-02-26
DepthMaster: Taming Diffusion Models for Monocular Depth Estimation✓ Link0.9740.053DepthMaster2025-01-05
PrimeDepth: Efficient Monocular Depth Estimation with a Stable Diffusion Preimage✓ Link0.9670.068PrimeDepth2024-09-13
Depth Anything: Unleashing the Power of Large-Scale Unlabeled Data✓ Link0.8820.0127Depth Anything2024-01-19
MiDaS v3.1 -- A Model Zoo for Robust Monocular Relative Depth Estimation✓ Link0.8670.0139MiDaS 3.12023-07-26
Repurposing Diffusion-Based Image Generators for Monocular Depth Estimation✓ Link0.09600.065Marigold2023-12-04
Vision Transformers for Dense Prediction✓ Link0.09460.078DPT2021-03-24
Hierarchical Normalization for Robust Monocular Depth Estimation0.08330.0121HDN2022-10-18
Learning to Recover 3D Scene Shape from a Single Image✓ Link0.07770.0171LeReS2020-12-17
Towards Robust Monocular Depth Estimation: Mixing Datasets for Zero-shot Cross-dataset Transfer✓ Link0.07520.0184MiDaS2019-07-02
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