Datasets › ObjectsRoom
ObjectsRoom
The ObjectsRoom dataset is based on the MuJoCo environment used by the Generative Query Network [4] and is a multi-object extension of the 3d-shapes dataset. The training set contains 1M scenes with up to three objects. We also provide ~1K test examples for the following variants:
2.1 Empty room: scenes consist of the sky, walls, and floor only.
2.2 Six objects: exactly 6 objects are visible in each image.
2.3 Identical color: 4-6 objects are placed in the room and have an identical, randomly sampled color.
Datapoints consist of an image and fixed number of masks. The first four masks correspond to the sky, floor, and two halves of the wall respectively. The remaining masks correspond to the foreground objects.
Source: Objects Room
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 | ObjectsRoom | AST ARI-FG 0.87 | Unsupervised Multi-object Segmentation Using Attention... | BrunoSauvalle/AST | 5 | Compare |
| Image Generation | ObjectsRoom | GENESIS-V2 FID 52.6 | 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 5. 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
2 loaders as listed in the archive; links are outbound and not re-checked here.
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
Languages archive 2025-07-28
No language tagged.
Variants archive 2025-07-28
- ObjectsRoom
1 variant name, as the archive lists them.
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