Emotion Recognition on SEED-IV (Session 1 -> Session 2)
100AccuracyJAGP
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| JAGPsubject=152025.12 | 100 | — | |
| EGDAsubject=152025.12 | 100 | — | |
| CPTMLsubject=152025.12 | 98.8 | — | |
| EGDAsubject=22025.12 | 98.8 | — | |
| OGSSLsubject=22025.12 | 97.36 | — | |
| OGSSLsubject=152025.12 | 97.36 | — | |
| SRAGLsubject=152025.12 | 97.36 | — | |
| CPTMLsubject=22025.12 | 97.36 | — | |
| JSFAsubject=22025.12 | 97.36 | — | |
| JSFAsubject=152025.12 | 95.67 | — | |
| JSFAsubject=72025.12 | 95.55 | — | |
| JAGPsubject=22025.12 | 95.55 | — | |
| GASDSLsubject=152025.12 | 94.47 | — | |
| CPTMLsubject=72025.12 | 94.35 | — | |
| GFILsubject=72025.12 | 94.35 | — | |
| GFILsubject=152025.12 | 93.15 | — | |
| JAGPsubject=72025.12 | 93.15 | — | |
| CPTMLsubject=32025.12 | 91.23 | — | |
| EGDAsubject=72025.12 | 89.66 | — | |
| EGDAsubject=142025.12 | 89.66 | — | |
| JAGPsubject=82025.12 | 89.3 | — | |
| GASDSLsubject=22025.12 | 89.06 | — | |
| SRAGLsubject=22025.12 | 88.94 | — | |
| CPTMLsubject=12025.12 | 88.7 | — | |
| CPTMLsubject=52025.12 | 88.58 | — | |
| EGDAsubject=42025.12 | 88.58 | — | |
| EGDAsubject=32025.12 | 88.1 | — | |
| JAGPsubject=52025.12 | 86.06 | — | |
| OGSSLsubject=72025.12 | 85.94 | — | |
| CPTMLsubject=42025.12 | 85.94 | — | |
| OGSSLsubject=142025.12 | 85.7 | — | |
| GFILsubject=22025.12 | 85.7 | — | |
| GFILsubject=42025.12 | 84.98 | — | |
| JSFAsubject=32025.12 | 84.98 | — | |
| JAGPsubject=62025.12 | 84.13 | — | |
| EGDAsubject=82025.12 | 84.13 | — | |
| CPTMLsubject=142025.12 | 84.01 | — | |
| CPTMLsubject=82025.12 | 83.97 | — | |
| SRAGLsubject=142025.12 | 83.65 | — | |
| OGSSLsubject=82025.12 | 83.05 | — | |
| SRAGLsubject=72025.12 | 82.93 | — | |
| JSFAsubject=42025.12 | 82.93 | — | |
| JSFAsubject=92025.12 | 82.69 | — | |
| Neuro-HGLN2026.01 | 82.23 | 12.45 | |
| SRAGLsubject=92025.12 | 82.21 | — | |
| GFILsubject=142025.12 | 82.21 | — | |
| CPTMLsubject=Average2025.12 | 82.16 | — | |
| JAGPsubject=92025.12 | 82.09 | — | |
| JSFAsubject=82025.12 | 81.85 | — | |
| JAGPsubject=142025.12 | 81.73 | — | |
| EGDAsubject=52025.12 | 81.61 | — | |
| SRAGLsubject=62025.12 | 81.37 | — | |
| EGDAsubject=Average2025.12 | 81.22 | — | |
| SRAGLsubject=82025.12 | 81.13 | — | |
| GASDSLsubject=82025.12 | 80.89 | — | |
| JSFAsubject=Average2025.12 | 80.79 | — | |
| GASDSLsubject=92025.12 | 80.77 | — | |
| JSFAsubject=52025.12 | 80.65 | — | |
| GASDSLsubject=12025.12 | 80.17 | — | |
| EGDAsubject=12025.12 | 80.17 | — | |
| JAGPsubject=Average2025.12 | 79.91 | — | |
| PGCN2026.01 | 79.87 | 11.6 | |
| SRAGLsubject=32025.12 | 79.81 | — | |
| GASDSLsubject=142025.12 | 79.63 | — | |
| GASDSLsubject=72025.12 | 79.33 | — | |
| GFILsubject=92025.12 | 79.33 | — | |
| GFILsubject=82025.12 | 78.97 | — | |
| OGSSLsubject=92025.12 | 78.73 | — | |
| JSFAsubject=142025.12 | 78.73 | — | |
| SRAGLsubject=Average2025.12 | 78.18 | — | |
| GASDSLsubject=32025.12 | 77.4 | — | |
| GASDSLsubject=62025.12 | 77.16 | — | |
| GASDSLsubject=Average2025.12 | 77.08 | — | |
| JAGPsubject=12025.12 | 76.56 | — | |
| OGSSLsubject=Average2025.12 | 76.51 | — | |
| GASDSLsubject=42025.12 | 76.32 | — | |
| OGSSLsubject=132025.12 | 75.6 | — | |
| OGSSLsubject=32025.12 | 75.48 | — | |
| GFILsubject=Average2025.12 | 75.33 | — | |
| CPTMLsubject=102025.12 | 75.24 | — | |
| EGDAsubject=92025.12 | 75.24 | — | |
| GFILsubject=52025.12 | 75.12 | — | |
| JSFAsubject=12025.12 | 75 | — | |
| OGSSLsubject=102025.12 | 74.88 | — | |
| JSFAsubject=62025.12 | 74.76 | — | |
| JSFAsubject=122025.12 | 74.76 | — | |
| JAGPsubject=32025.12 | 74.64 | — | |
| SRAGLsubject=122025.12 | 74.16 | — | |
| TANNDomain Adaptation=true2026.01 | 73.85 | 9.46 | |
| CPTMLsubject=92025.12 | 73.8 | — | |
| SRAGLsubject=102025.12 | 73.44 | — | |
| GFILsubject=62025.12 | 73.32 | — | |
| CPTMLsubject=132025.12 | 72.84 | — | |
| SRAGLsubject=132025.12 | 72.6 | — | |
| GASDSLsubject=102025.12 | 72.48 | — | |
| EGDAsubject=102025.12 | 72.12 | — | |
| EGDAsubject=122025.12 | 72 | — | |
| OGSSLsubject=62025.12 | 71.39 | — | |
| SRAGLsubject=42025.12 | 71.27 | — | |
| GFILsubject=132025.12 | 70.67 | — |