Psychosis detection on PSY-IAT (50 CV folds)
76AUCUSBL-IAT
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| USBL-IATModalities=FAU, Dyn, Gaze2026.03 | 76 | 69 | 70 | |
| sLDAModalities=EEG2026.03 | 76 | 81 | 68 | |
| USBL-IATModalities=FAU, Dyn2026.03 | 73 | 73 | 65 | |
| USBL-IATModalities=EEG, FAU2026.03 | 69 | 69 | 60 | |
| USBL-IATModalities=EEG, FAU, Gaze2026.03 | 67 | 65 | 66 | |
| L2LRModalities=FAU2026.03 | 65 | 48 | 68 | |
| EEGNetModalities=EEG2026.03 | 64 | 64 | 55 | |
| sLDA (L)Modalities=EEG, FAU2026.03 | 63 | 50 | 70 | |
| USBL-IATModalities=EEG2026.03 | 62 | 75 | 56 | |
| L2LRModalities=EEG, FAU2026.03 | 62 | 51 | 67 | |
| L2LRModalities=FAU, Dyn2026.03 | 62 | 61 | 55 | |
| sLDA (S)Modalities=EEG, FAU2026.03 | 61 | 50 | 69 | |
| USBL-IATModalities=EEG, Dyn2026.03 | 60 | 53 | 58 | |
| L2LRModalities=EEG2026.03 | 60 | 72 | 47 | |
| USBL-IATModalities=Gaze2026.03 | 58 | 74 | 39 | |
| EEGNetModalities=EEG, FAU2026.03 | 58 | 44 | 63 | |
| L2LRModalities=Dyn2026.03 | 57 | 54 | 52 | |
| EEGNetModalities=FAU, Dyn2026.03 | 57 | 54 | 59 | |
| L2LRModalities=FAU, Dyn, Gaze2026.03 | 57 | 53 | 55 | |
| sLDA (S)Modalities=FAU2026.03 | 56 | 39 | 71 | |
| sLDA (L)Modalities=FAU2026.03 | 56 | 43 | 70 | |
| EEGNetModalities=FAU2026.03 | 56 | 47 | 61 | |
| sLDA (S)Modalities=Dyn2026.03 | 56 | 49 | 49 | |
| sLDA (L)Modalities=Dyn2026.03 | 55 | 46 | 56 | |
| sLDA (L)Modalities=FAU, Dyn2026.03 | 55 | 55 | 51 | |
| EEGNetModalities=Dyn2026.03 | 54 | 62 | 51 | |
| sLDA (S)Modalities=FAU, Dyn2026.03 | 54 | 55 | 57 | |
| EEGNetModalities=FAU, Dyn, Gaze2026.03 | 54 | 55 | 54 | |
| D-scoreModalities=RT2026.03 | 53 | 41 | 68 | |
| sLDA (L)Modalities=FAU, Dyn, Gaze2026.03 | 51 | 52 | 51 | |
| sLDA (S)Modalities=FAU, Dyn, Gaze2026.03 | 50 | 52 | 59 | |
| sLDA (direct)Modalities=EEG2026.03 | 44 | 76 | 17 | |
| USBL-IATModalities=EEG, Gaze2026.03 | 42 | 48 | 47 |