Datasets › LayoutBench-COCO - Number
LayoutBench-COCO - Number
LayoutBench-COCO is a diagnostic benchmark that examines layout-guided image generation models on arbitrary, unseen layouts. Unlike LayoutBench, LayoutBench-COCO consists of OOD layouts of real objects and suports zero-shot evaluation. LayoutBench-COCO measures 4 skills (Number, Position, Size, Combination), whose objects are from MS COCO. The new 'combination’ split consists of layouts with two objects in different spatial relations, and the remaining three splits are similar to those of LayoutBench. Download dataset at: https://huggingface.co/datasets/j-min/layoutbench-coco
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) | Paper | Code | ||||
|---|---|---|---|---|---|---|
| Layout-to-Image Generation | LayoutBench-COCO - Number | IterInpaint AP 31.4 | Diagnostic Benchmark and Iterative Inpainting for... | j-min/IterInpaint +1 | 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 4. 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 | |||
|---|---|---|---|---|
| Diagnostic Benchmark and Iterative Inpainting for Layout-Guided Image Generation | 2 | 1 | 13 Apr 2023 | not harvested |
| Adding Conditional Control to Text-to-Image Diffusion Models | 12 | 1 | 10 Feb 2023 | ran 2 of 4 samples (2 unverified) |
| GLIGEN: Open-Set Grounded Text-to-Image Generation | 1 | 1 | 17 Jan 2023 | ran 2 of 2 samples (0 unverified) |
| ReCo: Region-Controlled Text-to-Image Generation | 0 | 1 | 23 Nov 2022 | not harvested |
Dataset loaders archive 2025-07-28
1 loader 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
Variants archive 2025-07-28
- LayoutBench-COCO - Number
1 variant name, as the archive lists them.
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