Surface Defect Classification on KolektorSDD2 (test)
96.2AP (Na=246)MaMiNet
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| MaMiNetLabel Type=I+S2026.05 | 96.2 | 80 | 89.7 | 92.3 | 94.1 | |
| MFFPALabel Type=I+S2026.05 | 95.6 | 88.01 | 91.49 | 93.05 | 94.16 | |
| MixSupLabel Type=I+S2026.05 | 95.4 | 73.3 | 83.2 | 89.1 | 92.4 | |
| Tabernik et al.Label Type=I+S2026.05 | 92.7 | — | — | — | — | |
| Uninf.stu.Label Type=U2026.05 | 65.3 | — | — | — | — | |
| f-AnoGANLabel Type=U2026.05 | 55 | — | — | — | — | |
| DenseNetLabel Type=I2026.05 | — | 85.02 | — | — | — | |
| Ours (knowledge-guided multi-task model)Label Type=I2026.05 | — | 93.94 | — | — | — | |
| RepVGGLabel Type=I2026.05 | — | 75.97 | — | — | — |