Brain-to-image retrieval on THINGS-EEG (Intra-subject split)
60.6Subject 1 Performance (T-1)
HyFI
Updated 24d ago
Evaluation Results
| Method | Links | ||||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
2026.03 | 60.6 | 85.3 | 65.9 | 94 | 69.5 | 93.9 | 66.5 | 89.8 | 55 | 86 | 74.4 | 95 | 68.4 | 91.3 | 78.9 | 96.9 | 66 | 90.6 | 77 | 96.4 | 68.2 | 91.9 | |
2026.03 | 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 | |
2026.03 | 31.4 | 79.7 | 31.4 | 77.8 | 38.2 | 85.7 | 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 | |
2026.03 | 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 | 30.4 | 51.5 | 29.1 | 63.5 | 28.5 | 60.4 | |
2026.03 | 13.2 | 39.5 | 13.5 | 40.3 | 14.5 | 42.7 | 20.6 | 52.7 | 10.1 | 31.5 | 16.5 | 44 | 17 | 42.1 | 22.9 | 56.1 | 15.4 | 41.6 | 17.4 | 45.8 | 16.1 | 43.6 | |
2026.03 | 6.1 | 17.9 | 4.9 | 14.9 | 5.6 | 17.4 | 5 | 15.1 | 4 | 13.4 | 6 | 18.2 | 6.5 | 20.4 | 8.8 | 23.7 | 4.3 | 14 | 7 | 19.7 | 5.8 | 17.5 |