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DTU (DTU MVS dataset - 2014)

Introduced by Rasmus Jensen et al. in Large Scale Multi-view Stereopsis Evaluation1 Jun 2014 archive 2025-07-28

DTU MVS 2014 is a multi-view stereo dataset, which is an order of magnitude larger in number of scenes and with a significant increase in diversity. Specifically, it contains 80 scenes of large variability. Each scene consists of 49 or 64 accurate camera positions and reference structured light scans, all acquired by a 6-axis industrial robot.

Benchmarks archive 2025-07-28

All 2 leaderboards whose dataset resolves to this page shown (sort by any header). "First row" is the archive's own first row at snapshot, in the archive's row order; nothing here re-ranks and metric direction is not asserted.

First row (archive order)PaperCode
3D Reconstruction DTU MVSFormer++ Overall 0.2805 MVSFormer++: Revealing the Devil in Transformer's... maybelx/mvsformerplusplus 24 Compare
Point Clouds DTU Vis-MVSNet Overall 0.365 Visibility-aware Multi-view Stereo Network jzhangbs/Vis-MVSNet 1 Compare

Papers archive 2025-07-28

24 shown of 24 papers with a leaderboard row on this dataset's benchmarks, newest first. The archive's own "papers using this dataset" list was never published, so this is the benchmark-backed subset; the archive's count for this dataset is 313. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.

DateSamples run Syntology
GoMVS: Geometrically Consistent Cost Aggregation for Multi-View Stereo 1 1 11 Apr 2024 ran 0 of 6 samples (6 unverified)
MVSFormer++: Revealing the Devil in Transformer's Details for Multi-View Stereo 1 1 22 Jan 2024 ran 15 of 19 samples (4 unverified)
GC-MVSNet: Multi-View, Multi-Scale, Geometrically-Consistent Multi-View Stereo 1 1 30 Oct 2023 not harvested
When Epipolar Constraint Meets Non-local Operators in Multi-View Stereo 1 1 29 Sep 2023 ran 5 of 13 samples (8 unverified)
Multi-View Stereo Representation Revisit: Region-Aware MVSNet 0 1 26 Apr 2023 not harvested
GeoMVSNet: Learning Multi-View Stereo With Geometry Perception 1 1 1 Jan 2023 not harvested
MVSFormer: Multi-View Stereo by Learning Robust Image Features and Temperature-based Depth 1 1 4 Aug 2022 ran 12 of 15 samples (3 unverified)
Cost Volume Pyramid Network with Multi-strategies Range Searching for Multi-view Stereo 1 1 25 Jul 2022 not harvested
Rethinking Depth Estimation for Multi-View Stereo: A Unified Representation 1 1 5 Jan 2022 ran 3 of 15 samples (12 unverified)
Curvature-guided dynamic scale networks for Multi-view Stereo 1 1 11 Dec 2021 ran 16 of 18 samples (2 unverified; 18 pointer-only for licence)
Generalized Binary Search Network for Highly-Efficient Multi-View Stereo 1 1 4 Dec 2021 not harvested
TransMVSNet: Global Context-aware Multi-view Stereo Network with Transformers 1 1 29 Nov 2021 not harvested
IB-MVS: An Iterative Algorithm for Deep Multi-View Stereo based on Binary Decisions 0 1 29 Nov 2021 not harvested
AA-RMVSNet: Adaptive Aggregation Recurrent Multi-view Stereo Network 1 1 9 Aug 2021 ran 4 of 20 samples (16 unverified)
EPP-MVSNet: Epipolar-Assembling Based Depth Prediction for Multi-View Stereo 6 1 1 Jan 2021 not harvested
PatchmatchNet: Learned Multi-View Patchmatch Stereo 1 1 2 Dec 2020 not harvested
Visibility-aware Multi-view Stereo Network 1 2 18 Aug 2020 ran 3 of 14 samples (11 unverified)
Cost Volume Pyramid Based Depth Inference for Multi-View Stereo 1 1 18 Dec 2019 not harvested
Cascade Cost Volume for High-Resolution Multi-View Stereo and Stereo Matching 4 1 13 Dec 2019 ran 6 of 14 samples (8 unverified)
Deep Stereo using Adaptive Thin Volume Representation with Uncertainty Awareness 1 1 27 Nov 2019 ran 0 of 1 samples (1 unverified)
MVSNet: Depth Inference for Unstructured Multi-view Stereo 5 1 7 Apr 2018 not harvested
Structure-From-Motion Revisited 1 1 1 Jun 2016 not harvested
3D-R2N2: A Unified Approach for Single and Multi-view 3D Object Reconstruction 13 1 2 Apr 2016 not harvested
Massively Parallel Multiview Stereopsis by Surface Normal Diffusion 1 1 1 Dec 2015 not harvested

Dataset loaders archive 2025-07-28

No loader listed in the archive.

Tasks archive 2025-07-28

License archive 2025-07-28

Free

Modalities archive 2025-07-28

No modality tagged.

Languages archive 2025-07-28

No language tagged.

Variants archive 2025-07-28

  • DTU

1 variant name, as the archive lists them.

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