Datasets › PerSeg
PerSeg
PerSeg is a dataset for personalized segmentation. The raw images are collect from the training data of subject driven diffusion models: DreamBooth, Textual Inversion, and Custom Diffusion. PerSeg contains 40 objects of various categories in total, including daily necessities, animals, and buildings. Contextualized in different poses or scenes, each object is related with 5∼7 images with our annotated masks.
Source: Personalize Segment Anything Model with One Shot
Image Source: Personalize Segment Anything Model with One Shot
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 | ||||
|---|---|---|---|---|---|---|
| Personalized Segmentation | PerSeg | P^2SAM mIoU 95.66 | Part-aware Personalized Segment Anything Model for... | Zch0414/P2SAM | 6 | 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 9. 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 | |||
|---|---|---|---|---|
| Part-aware Personalized Segment Anything Model for Patient-Specific Segmentation | 1 | 1 | 8 Mar 2024 | not harvested |
| Personalize Segment Anything Model with One Shot | 1 | 2 | 4 May 2023 | not harvested |
| Images Speak in Images: A Generalist Painter for In-Context Visual Learning | 1 | 1 | 5 Dec 2022 | not harvested |
| Visual Prompting via Image Inpainting | 1 | 1 | 1 Sep 2022 | not harvested |
Dataset loaders archive 2025-07-28
No loader listed in the archive.
Tasks archive 2025-07-28
License archive 2025-07-28
Modalities archive 2025-07-28
Languages archive 2025-07-28
No language tagged.
Variants archive 2025-07-28
- PerSeg
1 variant name, as the archive lists them.
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