Datasets › MOW

MOW (3D dataset of humans Manipulating Objects in-the-Wild)

Introduced by Zhe Cao et al. in Reconstructing Hand-Object Interactions in the Wild17 Dec 2020 archive 2025-07-28

3D dataset of humans Manipulating Objects in-the-Wild (MOW). The dataset contains 512 images in the wild, spanning 121 object categories with annotation of instance category, 3D object models, 3D hand pose, and object pose annotation.

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
Dense contact estimation MOW HACO Precision 0.525 Learning Dense Hand Contact Estimation from Imbalanced Data dqj5182/HACO_RELEASE 4 Compare

Papers archive 2025-07-28

4 shown of 4 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 12. 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
Learning Dense Hand Contact Estimation from Imbalanced Data 1 1 16 May 2025 not harvested
DECO: Dense Estimation of 3D Human-Scene Contact In The Wild 2 1 26 Sep 2023 ran 7 of 12 samples (5 unverified; 12 pointer-only for licence)
Capturing and Inferring Dense Full-Body Human-Scene Contact 2 1 20 Jun 2022 ran 1 of 1 samples (0 unverified; 1 pointer-only for licence)
Populating 3D Scenes by Learning Human-Scene Interaction 1 1 21 Dec 2020 ran 1 of 1 samples (0 unverified; 1 pointer-only for licence)

Dataset loaders archive 2025-07-28

No loader listed in the archive.

Tasks archive 2025-07-28

License archive 2025-07-28

No licence recorded in the archive. Absence here is not a statement about the dataset's terms.

Modalities archive 2025-07-28

No modality tagged.

Languages archive 2025-07-28

No language tagged.

Variants archive 2025-07-28

  • MOW

1 variant name, as the archive lists them.

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