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Pneumonia Classification on Kermany (test)

0.9841Accuracy

AAPSO

Updated 1mo ago

Evaluation Results

Method	Links
AAPSO 2022.08		0.9841	0.988	0.9902	0.9891
Chattopadhyay et al. 2022.08		0.9836	0.9898	0.9879	0.9888
Mahmud et al. 2022.08		0.981	0.98	0.985	0.983
Dey et al. 2022.08		0.9794	0.9502	0.9755	0.9627
Rajaraman et al. 2022.08		0.962	0.977	0.962	0.97
Saraiva et al. 2022.08		0.953	0.9886	0.9477	0.9677
Ibrahim et al. 2022.08		0.9443	-	0.9819	-
Stephen et al. 2022.08		0.9373	-	-	-
MobileNet+DenseNet Ensemble 2026.01		0.9215	0.9226	0.909	-
VGG16 (Transfer Learning) 2026.01		0.9166	0.87	0.82	-
Proposed Custom CNN 2026.01		0.9103	0.8976	0.9667	-
Sharma et al. 2022.08		0.9068	-	-	-
Linag & Zheng 2022.08		0.905	0.891	0.967	0.927
InceptionV3 2026.01		0.8967	0.901	0.885	-
ResNet50 2026.01		0.8798	0.88	0.91	-