Emotion Recognition on SEED-IV (Session 2 → Session 3)
100AccuracyVDA
Evaluation results
| Method | Links | ||
|---|---|---|---|
| VDASubject=142025.12 | 100 | — | |
| EGDASubject=142025.12 | 100 | — | |
| EGDAsubject=142025.12 | 100 | — | |
| CPTMLsubject=42025.12 | 97.93 | — | |
| EGDASubject=152025.12 | 97.32 | — | |
| EGDAsubject=152025.12 | 97.32 | — | |
| JSFAsubject=72025.12 | 96.84 | — | |
| CPTMLsubject=152025.12 | 95.38 | — | |
| CPTMLsubject=142025.12 | 95.26 | — | |
| CPTMLsubject=72025.12 | 94.89 | — | |
| JSFAsubject=152025.12 | 94.53 | — | |
| JSFAsubject=62025.12 | 94.28 | — | |
| JAGPsubject=152025.12 | 93.92 | — | |
| GFILsubject=152025.12 | 93.07 | — | |
| EGDASubject=42025.12 | 92.94 | — | |
| GASDSLsubject=72025.12 | 92.94 | — | |
| EGDAsubject=42025.12 | 92.94 | — | |
| JAGPsubject=142025.12 | 92.82 | — | |
| VDASubject=152025.12 | 92.7 | — | |
| OGSSLsubject=142025.12 | 92.7 | — | |
| SRAGLsubject=62025.12 | 92.7 | — | |
| GFILsubject=62025.12 | 92.34 | — | |
| EGDASubject=72025.12 | 91.85 | — | |
| EGDAsubject=72025.12 | 91.85 | — | |
| SDASubject=72025.12 | 91.73 | — | |
| JSFAsubject=142025.12 | 91.73 | — | |
| SRAGLsubject=142025.12 | 91 | — | |
| GASDSLsubject=142025.12 | 90.75 | — | |
| OGSSLsubject=22025.12 | 90.63 | — | |
| EGDASubject=102025.12 | 90.51 | — | |
| EGDAsubject=102025.12 | 90.51 | — | |
| JDASubject=152025.12 | 90.39 | — | |
| SDASubject=152025.12 | 90.39 | — | |
| OGSSLsubject=152025.12 | 90.39 | — | |
| SRAGLsubject=152025.12 | 90.27 | — | |
| VDASubject=42025.12 | 90.15 | — | |
| JDASubject=72025.12 | 90.15 | — | |
| OGSSLsubject=72025.12 | 90.15 | — | |
| GFILsubject=42025.12 | 90.15 | — | |
| JAGPsubject=72025.12 | 90.15 | — | |
| VDASubject=72025.12 | 90.02 | — | |
| SRAGLsubject=72025.12 | 90.02 | — | |
| OGSSLsubject=62025.12 | 89.9 | — | |
| JAGPsubject=42025.12 | 89.9 | — | |
| GFILsubject=72025.12 | 89.78 | — | |
| EGDASubject=62025.12 | 89.42 | — | |
| CPTMLsubject=62025.12 | 89.42 | — | |
| CPTMLsubject=102025.12 | 89.42 | — | |
| EGDAsubject=62025.12 | 89.42 | — | |
| GFILsubject=142025.12 | 89.17 | — | |
| CPTMLsubject=82025.12 | 88.93 | — | |
| SRAGLsubject=22025.12 | 88.81 | — | |
| JSFAsubject=42025.12 | 88.69 | — | |
| SDASubject=142025.12 | 87.71 | — | |
| VDASubject=62025.12 | 87.35 | — | |
| GASDSLsubject=152025.12 | 87.23 | — | |
| CPTMLsubject=32025.12 | 86.98 | — | |
| SDASubject=62025.12 | 86.42 | — | |
| GASDSLsubject=22025.12 | 86.37 | — | |
| VDASubject=102025.12 | 86.01 | — | |
| EGDASubject=82025.12 | 85.89 | — | |
| EGDAsubject=82025.12 | 85.89 | — | |
| GASDSLsubject=102025.12 | 85.52 | — | |
| Neuro-HGLN2026.01 | 85.45 | 15.11 | |
| JDASubject=102025.12 | 85.4 | — | |
| JSFAsubject=52025.12 | 85.4 | — | |
| OGSSLsubject=102025.12 | 85.16 | — | |
| SDASubject=42025.12 | 85.04 | — | |
| GASDSLsubject=62025.12 | 85.04 | — | |
| CPTMLsubject=Average2025.12 | 84.68 | — | |
| JDASubject=32025.12 | 84.55 | — | |
| GASDSLsubject=42025.12 | 84.43 | — | |
| JAGPsubject=62025.12 | 84.31 | — | |
| OGSSLsubject=82025.12 | 84.18 | — | |
| SRAGLsubject=82025.12 | 84.06 | — | |
| JSFAsubject=112025.12 | 83.94 | — | |
| SDASubject=82025.12 | 83.82 | — | |
| CPTMLsubject=52025.12 | 83.82 | — | |
| SRAGLsubject=42025.12 | 83.45 | — | |
| EGDASubject=Average2025.12 | 83.27 | — | |
| EGDAsubject=Average2025.12 | 83.27 | — | |
| SRAGLsubject=52025.12 | 83.21 | — | |
| GASDSLsubject=32025.12 | 82.73 | — | |
| OGSSLsubject=42025.12 | 82.73 | — | |
| GFILsubject=22025.12 | 82.6 | — | |
| SDASubject=102025.12 | 82.48 | — | |
| CPTMLsubject=122025.12 | 82.41 | — | |
| PGCN2026.01 | 82.22 | 8.5 | |
| SRAGLsubject=Average2025.12 | 81.99 | — | |
| GASDSLsubject=Average2025.12 | 81.88 | — | |
| GASDSLsubject=82025.12 | 81.75 | — | |
| EGDASubject=12025.12 | 81.63 | — | |
| EGDAsubject=12025.12 | 81.63 | — | |
| OGSSLsubject=Average2025.12 | 81.29 | — | |
| JSFAsubject=Average2025.12 | 81.2 | — | |
| GFILsubject=102025.12 | 81.14 | — | |
| JAGPsubject=82025.12 | 80.78 | — | |
| JAGPsubject=32025.12 | 80.66 | — | |
| VDASubject=122025.12 | 80.41 | — | |
| EGDASubject=122025.12 | 80.41 | — |