NSD
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Cross-Subject Voxel Alignment | NSD (Natural Scenes Dataset) (subject pair) | Precision97.1 | 60 | |
| Interpretable Brain Pattern Discovery | NSD Measured fMRI | Interpretable Pattern Count (> 0.5)30,583 | 16 | |
| fMRI-to-image reconstruction | NSD (Subjects 01, 02, 05, 07) | Inception Feature Similarity97.8 | 14 | |
| fMRI-to-image reconstruction | NSD 2 (test) | Inception Feature Similarity95.8 | 9 | |
| Visual Concept Discovery | NSD Measured + Predicted fMRI (test) | Interpretable Hypotheses (> 0.5)21.5 | 8 | |
| Interpretable Brain Pattern Discovery | NSD Predicted fMRI | Interpretable Patterns (Align > 0.5)16,051 | 8 | |
| fMRI-to-image reconstruction | NSD | PixCorr15.8 | 1 |
Showing 7 of 7 rows