Seizure Detection on SAHZU
89.78SensitivityHyperGCN+Logic Layers+Multi-label
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| HyperGCN+Logic Layers+Multi-labelModality=Skeleton, Interp.=YES, Param. (M)=2.32026.06 | 89.78 | 87.64 | 86.93 | 0.06 | |
| HyperGCNModality=Skeleton, Interp.=NO, Param. (M)=2.42026.06 | 82.41 | 80.67 | 81.48 | 0.19 | |
| VSViGModality=RGB+Patch, Interp.=NO, Param. (M)=5.42026.06 | 81.54 | 79.72 | 80.77 | 0.09 | |
| CTRGCNModality=Skeleton, Interp.=NO, Param. (M)=1.42026.06 | 81.35 | 79.84 | 80.53 | 0.22 | |
| HDGCNModality=Skeleton, Interp.=NO, Param. (M)=1.72026.06 | 80.72 | 78.63 | 79.61 | 0.24 | |
| InfoGCNModality=Skeleton, Interp.=NO, Param. (M)=1.572026.06 | 80.18 | 78.27 | 79.16 | 0.26 | |
| MSG3DModality=Skeleton, Interp.=NO, Param. (M)=2.72026.06 | 79.86 | 77.54 | 78.63 | 0.27 | |
| RAMIModality=OF+Skel., Interp.=NO, Param. (M)=34.462026.06 | 78.54 | 76.83 | 79.77 | 0.61 | |
| AAGCNModality=Skeleton, Interp.=NO, Param. (M)=3.72026.06 | 78.53 | 76.42 | 77.41 | 0.33 | |
| DG-STGCNModality=Skeleton, Interp.=NO, Param. (M)=1.42026.06 | 78.24 | 76.18 | 77.15 | 0.31 | |
| RGBPoseConv3DModality=RGB+Skel., Interp.=NO, Param. (M)=3.22026.06 | 76.93 | 74.67 | 75.74 | 0.44 | |
| STGCNModality=Skeleton, Interp.=NO, Param. (M)=3.12026.06 | 76.47 | 74.31 | 75.32 | 0.38 | |
| JOLOGCNModality=OF+Skel., Interp.=NO, Param. (M)=6.92026.06 | 75.61 | 73.28 | 74.38 | 0.52 | |
| AGCN+TCNModality=RGB+Skel., Interp.=NO, Param. (M)=37.12026.06 | 74.82 | 72.16 | 73.41 | 0.58 | |
| R3D+ViTModality=OF, Interp.=NO, Param. (M)=32.62026.06 | 74.15 | 71.83 | 72.92 | 0.72 | |
| R3D+LSTMModality=OF, Interp.=NO, Param. (M)=31.92026.06 | 72.68 | 69.37 | 70.94 | 0.79 | |
| I3D+LSTMModality=OF, Interp.=NO, Param. (M)=28.02026.06 | 71.23 | 68.45 | 69.81 | 0.87 | |
| CNN+LSTMModality=OF, Interp.=NO, Param. (M)=17.12026.06 | 68.36 | 65.92 | 67.08 | 1.13 |