200-way zero-shot classification on THINGS-EEG
53Sub-01 Top-1 Accuracy
Multiview EEG representation learning framework
Updated 1mo ago
Evaluation Results
| Method | Links | ||||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 53 | 84.5 | 51 | 84 | 58 | 88 | 55 | 88 | 38 | 69.5 | 54.5 | 87 | 51 | 84.5 | 67.5 | 89 | 52.5 | 87.5 | 67.5 | 94 | 54.8 | 85.6 | ||
2026.06 | 41.2 | 70.5 | 51.2 | 80.9 | 51.2 | 82 | 51.1 | 76.9 | 42.2 | 72.8 | 57.5 | 83.5 | 49 | 79.9 | 58.6 | 85.8 | 45.1 | 76.2 | 61.5 | 88.2 | 50.9 | 79.7 | |
2026.06 | 31.4 | 79.7 | 31.4 | 77.8 | 38.2 | 85.6 | 40.4 | 85.8 | 24.4 | 66.3 | 34.8 | 78.8 | 34.7 | 81 | 48.1 | 88.6 | 37.4 | 79.4 | 35.6 | 79.3 | 35.6 | 80.2 | |
2026.06 | 27 | 56 | 32 | 70 | 34 | 70 | 36 | 70.5 | 23 | 50.5 | 32.5 | 68.5 | 28 | 59 | 46.5 | 80 | 37.5 | 66.5 | 42 | 76 | 33.9 | 66.7 | |
2026.06 | 25.6 | 60.4 | 22 | 54.5 | 25 | 62.4 | 31.4 | 60.9 | 12.9 | 43 | 21.3 | 51.1 | 30.5 | 61.5 | 38.8 | 72 | 34.4 | 51.5 | 29.1 | 63.5 | 28.5 | 60.4 | |
2026.06 | 18.5 | 45 | 15.5 | 52.7 | 13.2 | 38.8 | 11.7 | 35.6 | 17.1 | 53.3 | 10.5 | 33 | 16 | 50.2 | 12.8 | 40.3 | 11.1 | 30.8 | 11.1 | 30.8 | 15.6 | 41.2 | |
2026.06 | 17.2 | 44.1 | 14.9 | 52 | 12.6 | 38.3 | 11.2 | 34.7 | 16.3 | 52.5 | 10.1 | 32.2 | 15.4 | 49.5 | 12.2 | 39.9 | 10.3 | 30.1 | 10.3 | 30.1 | 14.7 | 40.7 | |
2026.06 | 12.3 | 36.6 | 13.1 | 39 | 16.4 | 47 | 8 | 26.9 | 14.1 | 40.6 | 15.2 | 42.1 | 20 | 49.9 | 13.3 | 37.1 | 14.9 | 41.9 | 14.9 | 41.9 | 13.8 | 39.5 | |
2026.06 | 6.1 | 17.9 | 4.9 | 14.9 | 5.6 | 15.1 | 6 | 13.4 | 6 | 18.2 | 6.5 | 20.4 | 8.8 | 23.7 | 4.3 | 14 | 7 | 19.7 | 7 | 19.7 | 5.8 | 17.5 |