Natural Scenes Dataset (NSD)
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Meta-evaluation of Image Similarity Metrics | Natural Scenes Dataset (NSD) (test) | Pairwise Accuracy81 | 11 | |
| Image Retrieval | Natural Scenes Dataset (NSD) (test) | Raw Metric Score98.8 | 5 | |
| Semantic Specificity Classification | Natural Scenes Dataset (NSD) 1.0 (Subject 2 (S2)) | Faces Acc70 | 5 | |
| Semantic Specificity Classification | Natural Scenes Dataset (NSD) 1.0 (Subject 1 (S1)) | Faces69.5 | 5 | |
| Brain-to-Image Retrieval | Natural Scenes Dataset (NSD) (20, 2) CL Setup 1.0 | Top-1-20 Accuracy59.11 | 4 | |
| Visual Decoding | Natural Scenes Dataset (NSD) (test) | Inception Similarity Score95.6 | 4 | |
| fMRI-to-image visual decoding | Natural Scenes Dataset (NSD) Subject 2 | Pixel Correlation0.236 | 4 | |
| Visual Encoding | Natural Scenes Dataset (NSD) (test) | Inception Similarity98.6 | 3 |
Showing 8 of 8 rows