Datasets › KolektorSDD2
KolektorSDD2 (Kolektor Surface-Defect Dataset 2)
KolektorSDD2 is a surface-defect detection dataset with over 3000 images containing several types of defects, obtained while addressing a real-world industrial problem.
The dataset consists of:
- 356 images with visible defects
- 2979 images without any defect
- image sizes of approximately 230 x 630 pixels
- train set with 246 positive and 2085 negative images
- test set with 110 positive and 894 negative images
- several different types of defects (scratches, minor spots, surface imperfections, etc.)
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 Anomaly Detection | KolektorSDD2 | WeakREST-Un Segmentation AP 76.9 | Industrial Anomaly Detection and Localization Using... | — | 3 | Compare |
| Self-Supervised Anomaly Detection | KolektorSDD2 | MLD-IR AUROC 94.3 | Meta Learning-Driven Iterative Refinement for Robust... | — | 2 | Compare |
Papers archive 2025-07-28
5 shown of 5 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 15. 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 | |||
|---|---|---|---|---|
| Meta Learning-Driven Iterative Refinement for Robust Anomaly Detection in Industrial Inspection | 0 | 1 | 3 Mar 2025 | not harvested |
| Self-Supervised Iterative Refinement for Anomaly Detection in Industrial Quality Control | 0 | 1 | 21 Aug 2024 | not harvested |
| Industrial Anomaly Detection and Localization Using Weakly-Supervised Residual Transformers | 0 | 1 | 6 Jun 2023 | not harvested |
| DSR -- A dual subspace re-projection network for surface anomaly detection | 1 | 1 | 2 Aug 2022 | not harvested |
| Semi-orthogonal Embedding for Efficient Unsupervised Anomaly Segmentation | 3 | 1 | 31 May 2021 | not harvested |
Dataset loaders archive 2025-07-28
No loader listed in the archive.
Tasks archive 2025-07-28
License archive 2025-07-28
Unknown
Modalities archive 2025-07-28
Languages archive 2025-07-28
No language tagged.
Variants archive 2025-07-28
- KolektorSDD2
1 variant name, as the archive lists them.
Report a problem or propose a change · a person checks every report against the paper or source before anything changes; decisions are listed on /corrections