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Florence (Florence 3D Faces)

Introduced in The florence 2D/3D hybrid face dataset1 Jan 2011 archive 2025-07-28

The Florence 3D faces dataset consists of:

  • High-resolution 3D scans of human faces from many subjects.
  • Several video sequences of varying resolution, conditions and zoom level for each subject. Each subject is recorded in the following situations:
  • In a controlled setting in HD video.
  • In a less-constrained (but still indoor) setting using a standard, PTZ surveillance camera.
  • In an unconstrained, outdoor environment under challenging recording conditions.

Source: https://www.micc.unifi.it/resources/datasets/florence-3d-faces/ Image Source: https://www.micc.unifi.it/resources/datasets/florence-3d-faces/

HomepageBenchmarksPapers JSON

Benchmarks archive 2025-07-28

All 1 leaderboard 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 Face Reconstruction Florence PRN Mean NME 3.7551% Joint 3D Face Reconstruction and Dense Alignment with... YadiraF/PRNet +3 16 Compare

Papers archive 2025-07-28

12 shown of 12 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 40. 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
ASM: Adaptive Skinning Model for High-Quality 3D Face Modeling 0 1 19 Apr 2023 not harvested
3D face reconstruction with dense landmarks 0 2 6 Apr 2022 not harvested
Towards Fast, Accurate and Stable 3D Dense Face Alignment 3 1 21 Sep 2020 ran 6 of 10 samples (4 unverified; 3 pointer-only for licence)
Accurate 3D Face Reconstruction with Weakly-Supervised Learning: From Single Image to Image Set 4 2 20 Mar 2019 ran 11 of 36 samples (25 unverified)
GANFIT: Generative Adversarial Network Fitting for High Fidelity 3D Face Reconstruction 1 1 15 Feb 2019 not harvested
Unsupervised Training for 3D Morphable Model Regression 2 2 15 Jun 2018 ran 0 of 13 samples (13 unverified)
Joint 3D Face Reconstruction and Dense Alignment with Position Map Regression Network 4 1 21 Mar 2018 ran 0 of 10 samples (10 unverified)
Large Pose 3D Face Reconstruction from a Single Image via Direct Volumetric CNN Regression 1 1 22 Mar 2017 not harvested
3D Face Morphable Models "In-the-Wild" 0 1 19 Jan 2017 not harvested
Regressing Robust and Discriminative 3D Morphable Models with a very Deep Neural Network 5 2 15 Dec 2016 not harvested
Automated 3D Face Reconstruction From Multiple Images Using Quality Measures 0 1 1 Jun 2016 not harvested
Face Alignment Across Large Poses: A 3D Solution 0 1 23 Nov 2015 not harvested

Dataset loaders archive 2025-07-28

No loader listed in the archive.

Tasks archive 2025-07-28

3D Face Reconstruction

License archive 2025-07-28

Custom

Modalities archive 2025-07-28

Images3D

Languages archive 2025-07-28

No language tagged.

Variants archive 2025-07-28

  • Florence

1 variant name, as the archive lists them.

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