Model card
YOLOv8 (Weld Detection).
Ultralyticsopen-sourceYOLOv8AGPL-3.02 current SOTA
Fine-tuned YOLOv8 for weld defect detection. Fast inference for production.
§ 01 · Benchmarks
Every benchmark YOLOv8 (Weld Detection) has a recorded score for.
| # | Benchmark | Area · Task | Metric | Value | Rank | Date | Source |
|---|---|---|---|---|---|---|---|
| 01 | Severstal Steel Defect | Industrial Inspection · Anomaly Detection | dice | 91.2% | #1 | — | source ↗ |
| 02 | Weld Defect X-Ray | Industrial Inspection · Anomaly Detection | map | 87.3% | #1 | — | source ↗ |
Rank column shows this model’s position vs all other models scored on the same benchmark + metric (competitors after the slash). #1 in red means current SOTA. Sorted by rank, then newest result.
§ 02 · Strengths by area
Where YOLOv8 (Weld Detection) actually performs.
§ 04 · Related models
Other Ultralytics models scored on Codesota.
§ 05 · Sources & freshness
Where these numbers come from.
kaggle
1
result
research
1
result
0 of 2 rows marked verified.