200-way Classification on THINGS-EEG (cross-subject (leave-one-subject-out))
17.5Sub-01 Top-1 Accuracy
Multiview EEG representation learning framework
Updated 1mo ago
Evaluation Results
| Method | Links | ||||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 17.5 | 48.5 | 15.5 | 41.5 | 9 | 34 | 12.5 | 37.5 | 14.5 | 42 | 17 | 52 | 14 | 45 | 16 | 47.5 | 17 | 49.5 | 19.5 | 56 | 15.3 | 45.4 | ||
2026.06 | 11.5 | 29.7 | 15.5 | 40 | 9.8 | 27 | 13 | 32.3 | 8.8 | 33.8 | 11.7 | 31 | 10.2 | 23.8 | 12.2 | 32.2 | 15.5 | 40.5 | 16 | 43.5 | 12.4 | 33.4 | |
2026.06 | 10.5 | 26.8 | 7.1 | 24.8 | 11.9 | 33.8 | 14.7 | 39.4 | 7 | 23.9 | 11.1 | 35.8 | 16.1 | 43.5 | 15 | 40.3 | 4.9 | 22.7 | 20.5 | 46.5 | 11.8 | 33.7 | |
2026.06 | 7.6 | 22.8 | 5.9 | 20.5 | 6 | 22.3 | 6.3 | 20.7 | 4.4 | 18.3 | 5.6 | 22.2 | 5.6 | 19.7 | 6.3 | 22 | 5.7 | 17.6 | 8.4 | 28.3 | 6.2 | 21.4 | |
2026.06 | 7.5 | 31 | 7.5 | 32 | 15.5 | 37.5 | 17 | 38.5 | 8 | 22.5 | 10.5 | 37.5 | 11.5 | 30 | 16 | 46 | 10 | 32.5 | 16.5 | 36.5 | 12 | 34.4 | |
2026.06 | 7 | 22.6 | 6.6 | 23.2 | 7.5 | 23.7 | 5.4 | 21.4 | 6.4 | 22.2 | 7.5 | 22.5 | 3.8 | 19.1 | 8.5 | 24.4 | 7.4 | 22.3 | 9.8 | 29.6 | 7 | 23.1 | |
2026.06 | 5.9 | 21.4 | 6.4 | 22.7 | 5.5 | 20.1 | 6.1 | 21 | 4.7 | 19.5 | 6.2 | 22.5 | 5.9 | 19.1 | 7.3 | 25.3 | 4.8 | 18.3 | 6.2 | 26.3 | 5.9 | 21.6 | |
2026.06 | 2.3 | 8 | 1.5 | 6.3 | 1.4 | 5.9 | 1.7 | 6.7 | 1.5 | 5.6 | 1.8 | 7.2 | 2.1 | 8.1 | 2.2 | 7.6 | 1.6 | 6.4 | 2.3 | 8.5 | 1.8 | 7 |