Stroke Diagnosis on Demographically-stratified multimodal dataset UE5 simulation
92.5AUCFAST-CAD
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| FAST-CADInput=Multi2025.11 | 92.5 | 88.6 | 91.9 | 90.4 | 93.1 | |
| Cross-AttentionInput=Multi2025.11 | 89.8 | 84.3 | 88.4 | 87.6 | 90.2 | |
| M3StrokeInput=Multi2025.11 | 87.1 | 80.5 | 85.4 | 85.2 | 88 | |
| DeepStrokeInput=Multi2025.11 | 85.3 | 77.4 | 83.5 | 83.2 | 86 | |
| VideoMAEInput=RGB2025.11 | 82.3 | 79.5 | 83.9 | 79.6 | 83.4 | |
| TimeSformerInput=RGB2025.11 | 75.6 | 81.2 | 86.1 | 73.5 | 79.4 | |
| WavLMInput=Audio2025.11 | 69.6 | 73.9 | 76.2 | 67.4 | 77.5 | |
| I3DInput=RGB2025.11 | 69.3 | 72.1 | 76.5 | 66.4 | 74.3 | |
| wav2vec 2.0Input=Audio2025.11 | 64.3 | 72.4 | 74.6 | 61 | 76.1 |