12,568 steel sheet images with 4 defect classes from Kaggle competition. Real industrial data from major steel producer.
Dice is the reported evaluation metric for Severstal Steel Defect. Codesota tracks published model scores on this metric so readers can compare state-of-the-art results across sources and model families.
Higher is better
Muted rows were not state of the art when published — an earlier or same-year result already scored better.
| Rank | Model | Trust | Score | Year | Links | Fix |
|---|---|---|---|---|---|---|
| 01 | bestfitting (1st place ensemble) | unverified | 0.91 | 2026 | N/A | Looks wrong? |
| 02 | 2nd Place Solution | unverified | 0.91 | 2026 | N/A | Looks wrong? |
| 03 | U-Net Ensemble (Pavlov) | unverified | 0.90 | 2026 | N/A | Looks wrong? |