Datasets › SA-Det-100k
SA-Det-100k
SA-Det-100k is a large-scale class-agnostic object detection dataset for Research Purposes only. The dataset is based on a subset of SA-1B (see LICENSE), and all objects belong to the same category objects. Because it contains a large number of scenarios but does not provide class-specific annotations, we believe it may be a good choice to pre-training models for a variety of downstream tasks with different categories. The dataset contains about 100k images, and each image is resized using opencv-python so that the larger one of their height and width is 1333, which is consistent with the data augmentation commonly used to train COCO. For example project based on this dataset, please see Relation-DETR (https://github.com/xiuqhou/Relation-DETR).
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 | ||||
|---|---|---|---|---|---|---|
| Object Detection | SA-Det-100k | Relation-DETR (ResNet50 1x) AP 45.0 | Relation DETR: Exploring Explicit Position Relation... | xiuqhou/relation-detr +1 | 2 | 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 2. 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 | |||
|---|---|---|---|---|
| Relation DETR: Exploring Explicit Position Relation Prior for Object Detection | 2 | 1 | 16 Jul 2024 | ran 1 of 1 samples (0 unverified) |
| DINO: DETR with Improved DeNoising Anchor Boxes for End-to-End Object Detection | 16 | 1 | 7 Mar 2022 | ran 7 of 15 samples (8 unverified; 5 pointer-only for licence) |
Dataset loaders archive 2025-07-28
No loader listed in the archive.
Tasks archive 2025-07-28
License archive 2025-07-28
sa-1b-dataset-research-license
Modalities archive 2025-07-28
Languages archive 2025-07-28
Variants archive 2025-07-28
- SA-Det-100k
1 variant name, as the archive lists them.
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