Brain Tumor Classification on Dataset 1
99.03AccuracyProposed CNN
Evaluation Results
| Method | Links | |
|---|---|---|
| Proposed CNNTechnique=CNN, Study=Proposed2026.05 | 99.03 | |
| Ensemble (Islam et al.)Technique=Ensemble, Study=Islam et al. [6], 20242026.05 | 98.82 | |
| LEADCNN (Khan et al.)Technique=LEADCNN, Study=Khan et al. [10], 20252026.05 | 98.7 | |
| 2D CNN + LSTM (Islam et al.)Technique=2D CNN + LSTM, Study=Islam et al. [6], 20242026.05 | 98.47 | |
| CNN (Aamir et al.)Technique=CNN, Study=Aamir et al. [7], 20242026.05 | 97 | |
| CNN (Abirami et al.)Technique=CNN, Study=Abirami et al. [22], 20252026.05 | 93.6 | |
| CNN + DSAE (Gayathiri et al.)Technique=CNN + DSAE, Study=Gayathiri et al. [19], 20252026.05 | 90.9 |