Stroke Subtype Classification on Curated dataset of 6,774 annotated CT images (test)
98.8AccuracyStrokeNeXt
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| StrokeNeXtvariant=base2026.02 | 98.8 | 98.8 | 98.8 | 98.8 | |
| StrokeNeXtvariant=tiny2026.02 | 98.6 | 98.5 | 98.6 | 98.6 | |
| D-UNet2026.02 | 98.5 | 98.6 | 98.5 | 98.5 | |
| P-CNN2026.02 | 98.3 | 98.3 | 98.3 | 98.3 | |
| P-CNN-W2026.02 | 97.5 | 97.5 | 97.5 | 97.5 | |
| Random Forest2026.02 | 95.9 | 94.4 | 96.1 | 95.4 | |
| Enhanced-CNN2026.02 | 95.2 | 94.9 | 97.2 | 96 | |
| 3D-CNN2026.02 | 92 | 94 | 84 | 88 |