NSD (Natural Scenes Dataset)
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Visual Reconstruction | NSD (Natural Scenes Dataset) (All Trials) | Inception Feature Similarity0.968 | 12 | |
| fMRI Decoding | NSD (Natural Scenes Dataset) shared (test) | Pixel Correlation0.283 | 11 | |
| Visual Reconstruction (B→I) | NSD (Natural Scenes Dataset) (test) | AlexNet (k=2) Score83 | 6 | |
| Brain Decoding | NSD (Natural Scenes Dataset) (average across 4 subjects) | AlexNet (k=2) Feature Similarity94.7 | 5 | |
| Brain Question Answering | NSD (Natural Scenes Dataset) (test) | BLEU-146.33 | 3 | |
| Visual Reconstruction | NSD (Natural Scenes Dataset) Single Trial | PixCorr25.7 | 2 | |
| Visual Reconstruction (B→I&T) | NSD (Natural Scenes Dataset) (test) | PixCorr5.8 | 1 |
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