Table 8 Model comparison on LBC WSI data classification.
Author | Year | Method | Accuracy (%) (4-class) |
|---|---|---|---|
Manna67 | 2021 | Xception + Inception-v3 + DenseNet-169 | 99.23 |
Yaman19 | 2022 | Shallow Classifier (Cubic SVM) | 99.47 |
Chauhan38 | 2022 | CNN | 96.89 |
Zhao71 | 2022 | T2T-ViT with Transfer Learning | 98.79 |
Chauhan51 | 2023 | HDFCN | 99.49 |
Attallah53 | 2023 | DL Methods + Handcrafted Features + PCA | 100 |
Attallah72 | 2023 | CerCan·Net | 100 |
Das73 | 2023 | O-bHSA | 99.58 |
Pacal74 | 2024 | MaxCerVixT | 99.48 |
This work | 2024 | Proposed Method | 100 |
