Semantic Specificity Classification on Natural Scenes Dataset (NSD) 1.0 (Subject 2 (S2))
70Faces AccBrainDiVE
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| BrainDiVEselection_strategy=Top-200 (20%) by encoding component, evaluation_protocol=Zero-shot CLIP2023.06 | 70 | 100 | 68.5 | 57.5 | 94 | 75.8 | |
| BrainDiVEselection_strategy=Top-100 (10%) by encoding component, evaluation_protocol=Zero-shot CLIP2023.06 | 68 | 100 | 69 | 62 | 95 | 78.8 | |
| NSDselection_strategy=Top-100 (top 1%) by mean true fMRI beta, evaluation_protocol=Zero-shot CLIP2023.06 | 45 | 79 | 60 | 49 | 85 | 63.6 | |
| NSDselection_strategy=Top-200 (top 2%) by mean true fMRI beta, evaluation_protocol=Zero-shot CLIP2023.06 | 41.5 | 80 | 65 | 34.5 | 85.5 | 61.3 | |
| NSDselection_strategy=All stimuli, evaluation_protocol=Zero-shot CLIP2023.06 | 17.2 | 29.5 | 31.8 | 10.6 | 10.9 | 20 |