Decoding Performance on E-IAT
73AUCProposed (USBL-IAT)
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Proposed (USBL-IAT)Modalities=EEG, Gaze2026.03 | 73 | 48 | 82 | |
| Proposed (USBL-IAT)Modalities=EEG2026.03 | 65 | 64 | 65 | |
| EEGNetModalities=EEG, Gaze2026.03 | 58 | 44 | 66 | |
| sLDA (L)Modalities=EEG, Gaze2026.03 | 55 | 37 | 68 | |
| L2LRModalities=EEG, Gaze2026.03 | 53 | 55 | 48 | |
| sLDAModalities=EEG2026.03 | 52 | 40 | 55 | |
| D-scoreModalities=RT2026.03 | 50 | 24 | 91 | |
| sLDA (S)Modalities=EEG, Gaze2026.03 | 50 | 34 | 68 | |
| EEGNetModalities=EEG2026.03 | 49 | 55 | 42 | |
| Proposed (USBL-IAT)Modalities=EEG, FAU2026.03 | 48 | 49 | 49 | |
| Proposed (USBL-IAT)Modalities=EEG, Dyn2026.03 | 48 | 42 | 52 | |
| Proposed (USBL-IAT)Modalities=FAU, Dyn2026.03 | 43 | 40 | 50 | |
| Proposed (USBL-IAT)Modalities=FAU, Dyn, Gaze2026.03 | 42 | 31 | 61 | |
| L2LRModalities=EEG2026.03 | 41 | 47 | 36 | |
| Proposed (USBL-IAT)Modalities=Gaze2026.03 | 40 | 56 | 33 |