Emotion Recognition on SEED Session 1 → Session 2
100AccuracyVDA
Evaluation results
| Method | Links | ||
|---|---|---|---|
| VDASubject=152025.12 | 100 | — | |
| EGDASubject=152025.12 | 100 | — | |
| EGDASubject=22025.12 | 98.8 | — | |
| VDASubject=22025.12 | 97.36 | — | |
| SDASubject=152025.12 | 95.67 | — | |
| JDASubject=152025.12 | 93.03 | — | |
| Neuro-HGLN2026.01 | 92.57 | 7.8 | |
| JDASubject=22025.12 | 92.55 | — | |
| VDASubject=72025.12 | 92.43 | — | |
| PGCN2026.01 | 91.24 | 3.75 | |
| SDASubject=22025.12 | 91.23 | — | |
| TANNDomain Adaptation=true2026.01 | 90.91 | 12.47 | |
| RGNNDomain Adaptation=true2026.01 | 89.77 | 8.85 | |
| EGDASubject=72025.12 | 89.66 | — | |
| EGDASubject=142025.12 | 89.66 | — | |
| EGDASubject=42025.12 | 88.58 | — | |
| EGDASubject=32025.12 | 88.1 | — | |
| DGCNN2026.01 | 86.96 | 9.24 | |
| VDASubject=42025.12 | 86.06 | — | |
| SDASubject=72025.12 | 85.1 | — | |
| VDASubject=142025.12 | 84.86 | — | |
| VDASubject=32025.12 | 84.5 | — | |
| EGDASubject=82025.12 | 84.13 | — | |
| VDASubject=82025.12 | 83.41 | — | |
| EGDASubject=52025.12 | 81.61 | — | |
| SDASubject=42025.12 | 81.37 | — | |
| EGDASubject=Average2025.12 | 81.22 | — | |
| VDASubject=12025.12 | 80.17 | — | |
| EGDASubject=12025.12 | 80.17 | — | |
| SDASubject=142025.12 | 77.76 | — | |
| VDASubject=Average2025.12 | 76.21 | — | |
| SDASubject=82025.12 | 76.2 | — | |
| EGDASubject=92025.12 | 75.24 | — | |
| JDASubject=82025.12 | 74.04 | — | |
| JDASubject=72025.12 | 73.08 | — | |
| JDASubject=92025.12 | 72.64 | — | |
| EGDASubject=102025.12 | 72.12 | — | |
| EGDASubject=122025.12 | 72 | — | |
| SDASubject=Average2025.12 | 71.26 | — | |
| JDASubject=52025.12 | 71.15 | — | |
| VDASubject=122025.12 | 71.15 | — | |
| SDASubject=12025.12 | 70.79 | — | |
| EGDASubject=62025.12 | 70.43 | — | |
| VDASubject=92025.12 | 70.19 | — | |
| JDASubject=Average2025.12 | 70.18 | — | |
| VDASubject=52025.12 | 70.07 | — | |
| SDASubject=32025.12 | 69.59 | — | |
| VDASubject=102025.12 | 69.11 | — | |
| JDASubject=32025.12 | 68.99 | — | |
| EGDASubject=132025.12 | 68.63 | — | |
| JDASubject=142025.12 | 67.79 | — | |
| VDASubject=132025.12 | 66.95 | — | |
| JDASubject=62025.12 | 64.98 | — | |
| JDASubject=132025.12 | 64.42 | — | |
| JDASubject=42025.12 | 64.3 | — | |
| JDASubject=102025.12 | 64.18 | — | |
| SDASubject=112025.12 | 63.58 | — | |
| JDASubject=12025.12 | 63.22 | — | |
| SDASubject=62025.12 | 63.22 | — | |
| JDASubject=112025.12 | 62.98 | — | |
| SDASubject=132025.12 | 61.21 | — | |
| SDASubject=122025.12 | 60.94 | — | |
| SDASubject=52025.12 | 59.98 | — | |
| EGDASubject=112025.12 | 59.25 | — | |
| SDASubject=92025.12 | 59.01 | — | |
| VDASubject=62025.12 | 57.81 | — | |
| JDASubject=122025.12 | 55.41 | — | |
| SDASubject=102025.12 | 53.25 | — | |
| VDASubject=112025.12 | 53.12 | — | |
| SVM2026.01 | 51.62 | 11.8 |