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Stroke Subtype Classification on Curated dataset of 6,774 annotated CT images (test)
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98.8
Accuracy
StrokeNeXt
91.728
93.564
95.4
97.236
Feb 16, 2026
Accuracy
Precision
Recall
F1 Score
Updated 5mo ago
Evaluation Results
Method
Method
Links
Accuracy
Precision
Recall
F1 Score
StrokeNeXt
variant=base
2026.02
98.8
98.8
98.8
98.8
StrokeNeXt
variant=tiny
2026.02
98.6
98.5
98.6
98.6
D-UNet
2026.02
98.5
98.6
98.5
98.5
P-CNN
2026.02
98.3
98.3
98.3
98.3
P-CNN-W
2026.02
97.5
97.5
97.5
97.5
Random Forest
2026.02
95.9
94.4
96.1
95.4
Enhanced-CNN
2026.02
95.2
94.9
97.2
96
3D-CNN
2026.02
92
94
84
88
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