Datasets › SCoralDet Dataset
SCoralDet Dataset (Soft-Coral Detection Dataset)
High-quality underwater coral detection dataset for machine learning and computer vision research.
🌊 Coral Species:
The dataset includes images from the following: - six coral species - Euphylliaancora - Favosites - Platygyra - Sarcophyton - Sinularia - Wavinghand
📂 Dataset Details:
- Total images: 646
- Format: PNG/JPEG
- Annotations: Bounding boxes in COCO format
- Resolution: Variable (high-resolution images)
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 | ||||
|---|---|---|---|---|---|---|
| 2D Object Detection | SCoralDet Dataset | MambaCoral-DiffDet mAP50 84.3 | A Diffusion Model and Knowledge Distillation Framework... | RDXiaoLu/MambaCoral-DiffDet | 3 | Compare |
Papers archive 2025-07-28
3 shown of 3 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 3. 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 | |||
|---|---|---|---|---|
| A Diffusion Model and Knowledge Distillation Framework for Robust Coral Detection in Complex Underwater Environments | 1 | 1 | 6 Jan 2025 | not harvested |
| SCoralDet: Efficient real-time underwater soft coral detection with YOLO | 1 | 1 | 16 Dec 2024 | not harvested |
| Underwater Soft Coral Detection: SCoralNet for Accurate and Efficient Annotation. | 0 | 1 | 1 Aug 2024 | not harvested |
Dataset loaders archive 2025-07-28
No loader listed in the archive.
Tasks archive 2025-07-28
License archive 2025-07-28
MIT
Modalities archive 2025-07-28
Languages archive 2025-07-28
Variants archive 2025-07-28
- SCoralDet Dataset
1 variant name, as the archive lists them.
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