Share your thoughts, 1 month free Claude Pro on usSee more

Brain Tumor Classification on MRI Brain Tumor Dataset

99.3Accuracy

CNN–ELM Hybrid with SHAP Explainability

Updated 25d ago

Evaluation Results

Method	Links
CNN–ELM Hybrid with SHAP Explainability 2025.12		99.3
SE-Lightweight CNN 2025.12		99.22
Ensemble Hybrid CNN 2025.12		99.2
Hybrid CNN + Wavelet Features 2025.12		99.16
DeepTumorNet (GoogLeNet variant) 2025.12		99.12
MobileNet (transfer learning) 2025.06		99
Quantized Lightweight CNN 2025.12		98.95
VGG19 + Grad-CAM 2025.06		98
ConvAttenMixer 2025.06		97
Enhancement + custom CNN 2025.06		97
Pretrained InceptionV3 2025.06		97
AlexNet + KNN 2025.06		97
Revised CNN 2025.06		96
CNN features + KNN 2025.06		95
Shallow CNN (7 layers) 2025.06		94
Deeper CNN (24 layers) 2025.06		94
Dual-input CNN (LIME/SHAP) 2025.06		85