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Tumor Classification on Brain MRI scans

97Accuracy

ResNet18 (Transfer Learning)

Updated 27d ago

Evaluation Results

Method	Links
ResNet18 (Transfer Learning) 2026.06		97	97.2	96.8	97
U-Net with ResNet50 Encoder 2026.06		96.1	96.8	95.4	96
ResNet50 (Transfer Learning) 2026.06		96	96.1	95.9	96
Pretrained CNN Models (Transfer Learning) 2026.06		95.6	96.2	95	95
ResNet50 + Grad-CAM (Explainable AI) 2026.06		95.2	95.6	94.8	95
Proposed CNN 2026.06		92.54	91.02	94.87	92.71
VGG16 2026.06		91.17	84.33	98	91.73
Proposed CNN 2026.06		89.88	84.84	94.92	90.38
VGG19 2026.06		89.67	84.67	94.67	90.16
MobileNetV2 2026.06		78.67	80.33	77	78.31
DenseNet121 2026.06		78.5	77.33	79.67	78.75
Xception 2026.06		57.5	21.67	93.33	68.71