Table 2.
Comparison of Precision on the NEU-DET dataset. The best results are shown in boldface.
| Precision | Defect | ||||
|---|---|---|---|---|---|
| Inclusion (In) | Patches (Pa) | Pitted Surface (Ps) | Scratches (Sc) | Data (%) | |
| Random | 0.1291 | 0.1672 | 0.0323 | 0.2583 | 50.0% |
| EN | 0.1839 | 0.2696 | 0.0669 | 0.2925 | 31.6% |
| MS | 0.1017 | 0.2183 | 0.0498 | 0.2409 | 33.3% |
| Full | 0.1213 | 0.2180 | 0.0617 | 0.1899 | 100% |
| Ours | 0.1965 | 0.3396 | 0.0774 | 0.3614 | 21.7% |