Datasets › ShapeStacks
ShapeStacks
A simulation-based dataset featuring 20,000 stack configurations composed of a variety of elementary geometric primitives richly annotated regarding semantics and structural stability.
Source: ShapeStacks: Learning Vision-Based Physical Intuition for Generalised Object Stacking
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) | Paper | Code | ||||
|---|---|---|---|---|---|---|
| Unsupervised Object Segmentation | ShapeStacks | AST ARI-FG 0.82 | Unsupervised Multi-object Segmentation Using Attention... | BrunoSauvalle/AST | 5 | Compare |
| Image Generation | ShapeStacks | GENESIS-V2 FID 112.7 | GENESIS-V2: Inferring Unordered Object Representations... | applied-ai-lab/genesis +1 | 3 | Compare |
Papers archive 2025-07-28
2 shown of 2 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 22. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.
| Date | Samples run Syntology | |||
|---|---|---|---|---|
| Unsupervised Multi-object Segmentation Using Attention and Soft-argmax | 1 | 1 | 26 May 2022 | not harvested |
| GENESIS-V2: Inferring Unordered Object Representations without Iterative Refinement | 2 | 7 | 20 Apr 2021 | not harvested |
Dataset loaders archive 2025-07-28
No loader listed in the archive.
Tasks archive 2025-07-28
License archive 2025-07-28
Unknown
Modalities archive 2025-07-28
No modality tagged.
Languages archive 2025-07-28
No language tagged.
Variants archive 2025-07-28
- ShapeStacks
1 variant name, as the archive lists them.
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