Seizure Detection on IEEE
85.27SensitivityHyperGCN+Logic Layers+Multi-label
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| HyperGCN+Logic Layers+Multi-labelModality=Skeleton, Interp.=YES, Param. (M)=2.32026.06 | 85.27 | 83.28 | 83.59 | 0.09 | |
| HyperGCNModality=Skeleton, Interp.=NO, Param. (M)=2.42026.06 | 79.53 | 77.94 | 78.66 | 0.24 | |
| VSViGModality=RGB+Patch, Interp.=NO, Param. (M)=5.42026.06 | 78.62 | 77.87 | 79.53 | 0.12 | |
| CTRGCNModality=Skeleton, Interp.=NO, Param. (M)=1.42026.06 | 78.47 | 76.92 | 77.62 | 0.28 | |
| HDGCNModality=Skeleton, Interp.=NO, Param. (M)=1.72026.06 | 77.84 | 75.91 | 76.81 | 0.3 | |
| InfoGCNModality=Skeleton, Interp.=NO, Param. (M)=1.572026.06 | 77.23 | 75.48 | 76.28 | 0.32 | |
| MSG3DModality=Skeleton, Interp.=NO, Param. (M)=2.72026.06 | 76.91 | 74.82 | 75.79 | 0.34 | |
| DG-STGCNModality=Skeleton, Interp.=NO, Param. (M)=1.42026.06 | 75.63 | 73.71 | 74.59 | 0.38 | |
| AAGCNModality=Skeleton, Interp.=NO, Param. (M)=3.72026.06 | 75.28 | 73.36 | 74.24 | 0.41 | |
| RAMIModality=OF+Skel., Interp.=NO, Param. (M)=34.462026.06 | 75.16 | 73.42 | 76.28 | 0.74 | |
| STGCNModality=Skeleton, Interp.=NO, Param. (M)=3.12026.06 | 73.82 | 71.65 | 72.67 | 0.46 | |
| RGBPoseConv3DModality=RGB+Skel., Interp.=NO, Param. (M)=3.22026.06 | 73.48 | 71.52 | 72.43 | 0.56 | |
| JOLOGCNModality=OF+Skel., Interp.=NO, Param. (M)=6.92026.06 | 72.34 | 70.15 | 71.17 | 0.64 | |
| AGCN+TCNModality=RGB+Skel., Interp.=NO, Param. (M)=37.12026.06 | 71.37 | 69.24 | 70.23 | 0.71 | |
| R3D+ViTModality=OF, Interp.=NO, Param. (M)=32.62026.06 | 70.87 | 68.24 | 69.48 | 0.86 | |
| R3D+LSTMModality=OF, Interp.=NO, Param. (M)=31.92026.06 | 69.15 | 66.48 | 67.74 | 0.95 | |
| I3D+LSTMModality=OF, Interp.=NO, Param. (M)=28.02026.06 | 67.84 | 65.12 | 66.43 | 1.04 | |
| CNN+LSTMModality=OF, Interp.=NO, Param. (M)=17.12026.06 | 64.51 | 62.87 | 63.62 | 1.31 |