Blank Stare Recognition on Clinical Seizure Videos
80.5AccuracyCrop+Intern
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Crop+InternModel=Intern, Signal Enhancement=Crop2026.05 | 80.5 | 0 | 0 | 0 | |
| InternModel Type=VLM, Signal Enhancement=None2026.05 | 77 | 0 | 0 | 0 | |
| CNNModel Type=Traditional2026.05 | 74.7 | 38.4 | 44.4 | 38.8 | |
| Crop+QwenModel=Qwen, Signal Enhancement=Crop2026.05 | 65.5 | 19.2 | 35.7 | 25 | |
| ViViTModel Type=Traditional2026.05 | 64.5 | 22.4 | 55.6 | 31.4 | |
| QwenModel Type=VLM, Signal Enhancement=None2026.05 | 57.5 | 7.4 | 14.3 | 9.8 | |
| QwenModel Type=VLM, Signal Enhancement=None2026.05 | 54.4 | 48.6 | 89.7 | 63.1 | |
| Crop+QwenModel=Qwen, Signal Enhancement=Crop2026.05 | 53.3 | 48 | 92.3 | 63.2 | |
| InternModel Type=VLM, Signal Enhancement=None2026.05 | 45.6 | 44.2 | 97.4 | 60.8 | |
| Crop+InternModel=Intern, Signal Enhancement=Crop2026.05 | 43.3 | 43.3 | 100 | 60.5 | |
| ViViTModel Type=Traditional2026.05 | 41.1 | 42.1 | 95.6 | 58.3 | |
| CNNModel Type=Traditional2026.05 | 40 | 41.3 | 92.2 | 56.9 |