Emotion Recognition on SEED-IV (Session 1 → Session 3)
97.69AccuracyEGDA
Evaluation results
| Method | Links | ||
|---|---|---|---|
| EGDASubject=142025.12 | 97.69 | — | |
| EGDASubject=142025.12 | 97.69 | — | |
| JAGPSubject=152025.12 | 97.32 | — | |
| SRAGLSubject=72025.12 | 96.35 | — | |
| EGDASubject=152025.12 | 95.86 | — | |
| EGDASubject=152025.12 | 95.86 | — | |
| JSFASubject=72025.12 | 95.01 | — | |
| CPTMLSubject=82025.12 | 94.89 | — | |
| JSFASubject=62025.12 | 94.89 | — | |
| JSFASubject=82025.12 | 94.04 | — | |
| VDASubject=142025.12 | 93.92 | — | |
| SRAGLSubject=22025.12 | 93.43 | — | |
| SRAGLSubject=152025.12 | 93.07 | — | |
| CPTMLSubject=42025.12 | 93.07 | — | |
| EGDASubject=82025.12 | 92.94 | — | |
| EGDASubject=82025.12 | 92.94 | — | |
| JAGPSubject=82025.12 | 92.82 | — | |
| CPTMLSubject=152025.12 | 92.58 | — | |
| JSFASubject=142025.12 | 92.58 | — | |
| JSFASubject=152025.12 | 92.58 | — | |
| VDASubject=152025.12 | 92.21 | — | |
| OGSSLSubject=22025.12 | 91.85 | — | |
| OGSSLSubject=72025.12 | 91.85 | — | |
| EGDASubject=62025.12 | 91.36 | — | |
| EGDASubject=62025.12 | 91.36 | — | |
| OGSSLSubject=152025.12 | 91.24 | — | |
| GFILSubject=152025.12 | 90.27 | — | |
| CPTMLSubject=72025.12 | 90.15 | — | |
| SRAGLSubject=142025.12 | 89.66 | — | |
| CPTMLSubject=142025.12 | 89.54 | — | |
| SDASubject=82025.12 | 89.42 | — | |
| JAGPSubject=142025.12 | 89.42 | — | |
| EGDASubject=72025.12 | 89.17 | — | |
| EGDASubject=72025.12 | 89.17 | — | |
| GASDSLSubject=72025.12 | 88.81 | — | |
| JAGPSubject=62025.12 | 88.81 | — | |
| CPTMLSubject=22025.12 | 88.69 | — | |
| VDASubject=72025.12 | 87.47 | — | |
| JSFASubject=12025.12 | 87.47 | — | |
| GASDSLSubject=22025.12 | 87.23 | — | |
| GFILSubject=42025.12 | 86.74 | — | |
| JAGPSubject=72025.12 | 86.74 | — | |
| VDASubject=82025.12 | 86.5 | — | |
| SDASubject=42025.12 | 86.25 | — | |
| OGSSLSubject=62025.12 | 85.89 | — | |
| CPTMLSubject=112025.12 | 85.89 | — | |
| GASDSLSubject=152025.12 | 85.52 | — | |
| CPTMLSubject=52025.12 | 85.4 | — | |
| GFILSubject=142025.12 | 85.28 | — | |
| SDASubject=72025.12 | 85.16 | — | |
| SRAGLSubject=82025.12 | 85.04 | — | |
| CPTMLSubject=62025.12 | 84.79 | — | |
| Neuro-HGLN2026.01 | 84.74 | 13.3 | |
| EGDASubject=12025.12 | 84.67 | — | |
| CPTMLSubject=12025.12 | 84.67 | — | |
| EGDASubject=12025.12 | 84.67 | — | |
| OGSSLSubject=142025.12 | 84.31 | — | |
| JDASubject=142025.12 | 83.82 | — | |
| GASDSLSubject=142025.12 | 83.73 | — | |
| VDASubject=12025.12 | 83.7 | — | |
| CPTMLSubject=Average2025.12 | 83.69 | — | |
| GASDSLSubject=32025.12 | 83.45 | — | |
| VDASubject=42025.12 | 83.33 | — | |
| EGDASubject=42025.12 | 83.21 | — | |
| EGDASubject=42025.12 | 83.21 | — | |
| VDASubject=62025.12 | 82.85 | — | |
| JSFASubject=42025.12 | 82.6 | — | |
| JSFASubject=Average2025.12 | 82.52 | — | |
| GFILSubject=62025.12 | 82.12 | — | |
| JDASubject=82025.12 | 81.75 | — | |
| SDASubject=142025.12 | 81.39 | — | |
| SRAGLSubject=62025.12 | 81.39 | — | |
| VDASubject=92025.12 | 81.02 | — | |
| GFILSubject=82025.12 | 81.02 | — | |
| JDASubject=62025.12 | 80.9 | — | |
| OGSSLSubject=82025.12 | 80.9 | — | |
| JSFASubject=22025.12 | 80.9 | — | |
| JAGPSubject=42025.12 | 80.78 | — | |
| PGCN2026.01 | 80.7 | 11.6 | |
| EGDASubject=52025.12 | 80.66 | — | |
| SRAGLSubject=112025.12 | 80.66 | — | |
| EGDASubject=52025.12 | 80.66 | — | |
| SRAGLSubject=Average2025.12 | 80.55 | — | |
| JDASubject=152025.12 | 80.54 | — | |
| EGDASubject=92025.12 | 80.54 | — | |
| OGSSLSubject=12025.12 | 80.54 | — | |
| CPTMLSubject=92025.12 | 80.54 | — | |
| GFILSubject=22025.12 | 80.54 | — | |
| EGDASubject=92025.12 | 80.54 | — | |
| JSFASubject=32025.12 | 80.41 | — | |
| JSFASubject=52025.12 | 80.17 | — | |
| EGDASubject=Average2025.12 | 80.15 | — | |
| EGDASubject=Average2025.12 | 80.15 | — | |
| SRAGLSubject=42025.12 | 80.05 | — | |
| GASDSLSubject=42025.12 | 79.83 | — | |
| OGSSLSubject=42025.12 | 79.68 | — | |
| GASDSLSubject=82025.12 | 79.56 | — | |
| SRAGLSubject=92025.12 | 79.56 | — | |
| JAGPSubject=12025.12 | 79.44 | — | |
| GFILSubject=72025.12 | 79.2 | — |