Semantic Specificity Classification on Natural Scenes Dataset (NSD) 1.0 (Subject 1 (S1))
69.5FacesBrainDiVE
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| BrainDiVEselection_strategy=Top-200 (20%) by encoding component, evaluation_protocol=Zero-shot CLIP2023.06 | 69.5 | 97.5 | 75.5 | 60 | 89 | 78.3 | |
| BrainDiVEselection_strategy=Top-100 (10%) by encoding component, evaluation_protocol=Zero-shot CLIP2023.06 | 61 | 97 | 75 | 60 | 92 | 77 | |
| NSDselection_strategy=Top-200 (top 2%) by mean true fMRI beta, evaluation_protocol=Zero-shot CLIP2023.06 | 42.5 | 66.5 | 56 | 31.5 | 68 | 52.9 | |
| NSDselection_strategy=Top-100 (top 1%) by mean true fMRI beta, evaluation_protocol=Zero-shot CLIP2023.06 | 40 | 68 | 49 | 30 | 78 | 53 | |
| NSDselection_strategy=All stimuli, evaluation_protocol=Zero-shot CLIP2023.06 | 17.4 | 29.9 | 31.6 | 10.3 | 10.8 | 20 |