Edema Classification on Curated brain HCT cohort
87.32AccuracyAttentionMixer
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| AttentionMixerModality=HCT + metadata2026.03 | 87.32 | 92.1 | 85.37 | 94.14 | |
| MLPModality=Metadata only2026.03 | 84.88 | 89.9 | 82.77 | 92.31 | |
| 3D CNNModality=HCT only2026.03 | 78.68 | 86.69 | 76.49 | 84 | |
| DenseNetModality=HCT only2026.03 | 77.07 | 81.05 | 72.21 | 79.95 | |
| MLP-MixerModality=HCT only2026.03 | 74.63 | 74.79 | 71.67 | 76.57 | |
| ViTModality=HCT only2026.03 | 70.24 | 61.34 | 55.92 | 73.35 | |
| HyperFusionModality=HCT + metadata2026.03 | 66.66 | 73.33 | 72.72 | 86.66 |