Syn4D: A Multiview Synthetic 4D Dataset
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Abstract (arXiv)
Dense 3D reconstruction and tracking of dynamic scenes from monocular video remains an important open challenge in computer vision. Progress in this area has been constrained by the scarcity of high-quality datasets with dense, complete, and accurate geometric annotations. To address this limitation, we introduce Syn4D, a multiview synthetic dataset of dynamic scenes that includes ground-truth camera motion, depth maps, dense tracking, and parametric human pose annotations. A key feature of Syn4D is the ability to unproject any pixel into 3D to any time and to any camera. We conduct extensive evaluations across multiple downstream tasks to demonstrate the utility and effectiveness of the proposed dataset, including 4D scene reconstruction, 3D point tracking, geometry-aware camera retargeting, and human pose estimation. The experimental results highlight Syn4D's potential to facilitate research in dynamic scene understanding and spatiotemporal modeling.
Key facts. Cited by 4 papers in the map (data through 14 Oct 2026). Builds on 113 of its 137 references that are in the map. First posted on arXiv 6 May 2026.
Builds on
113 of 137 references.
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38 more
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Citing papers per year: 2026: 4.
4 papers.
- 2026WorldRover: A Scalable Synthetic Video Data Engine for World Exploration with Rich Annotationscited by 2
- 2026TAPVid-MV: A Benchmark for Tracking Any Point in 3D Across Multiple Viewscited by 1
- 2026Gallileo-4D: Frozen Backbone Ensemble for Dynamic 4D Reconstructioncited by 0
- 2026ARROW: Arbitrary Reconstruction and Tracking of 4D Observations in the Wildcited by 0
- 2026ARROW: Arbitrary Reconstruction and Tracking of 4D Observations in the Wild1 Oct 2026
- 2026TAPVid-MV: A Benchmark for Tracking Any Point in 3D Across Multiple Views1 Sep 2026
- 2026Gallileo-4D: Frozen Backbone Ensemble for Dynamic 4D Reconstruction20 Aug 2026
- 2026WorldRover: A Scalable Synthetic Video Data Engine for World Exploration with Rich Annotations16 Aug 2026