Table 3 Presents the analysis of the proposed model conducted on this dataset (Suboptimal results)
From: Mold spot detection for paper artifacts based on multimodal feature fusion
No. | Component | Indicators | |||||
|---|---|---|---|---|---|---|---|
2D-CNN Spatial_Att | SpectralFormer | Spectral_Att | HybridCNN | OA(%) | AA(%) | \(\kappa\)×100 | |
1 | √ | × | × | √ | 90.31 | 85.25 | 87.68 |
2 | √ | × | √ | √ | 93.58 | 91.04 | 92.83 |
3 | √ | √ | × | √ | 92.91 | 90.19 | 92.27 |
4 | × | √ | √ | √ | 91.01 | 88.81 | 89.58 |
5 | √ | √ | √ | × | 93.45 | 90.39 | 91.46 |
6 | √ | √ | √ | √ | 97.12 | 93.24 | 95.16 |
