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Natural Scenes Dataset

Benchmarks

Task NameDataset NameSOTA ResultTrend
Image-to-Brain RetrievalNatural Scenes Dataset (NSD)
Average Performance56.72
100
Brain CaptioningNatural Scenes Dataset (NSD) (test)
BLEU-166.38
19
Image Reconstruction from fMRINatural Scenes Dataset (test)
Rate0.9882
9
Brain-to-Image RetrievalNatural Scenes Dataset (NSD) (20, 5) CL Setup 1.0
Top-20 Accuracy59.74
4
Brain-to-Image RetrievalNatural Scenes Dataset (NSD) (20, 10) CL Setup 1.0
Retrieval Score (1-20)59.51
4
Brain-to-Image RetrievalNatural Scenes Dataset (NSD) (15, 5) CL Setup 1.0
Accuracy (Top 1-15)55.97
4
fMRI-to-image visual decodingNatural Scenes Dataset (NSD) Subject 7
PixCorr0.215
4
fMRI-to-image visual decodingNatural Scenes Dataset (NSD) Subject 5
Pixel Correlation0.214
4
fMRI-to-image visual decodingNatural Scenes Dataset (NSD) Subject 1
Pixel Correlation (PixCorr)0.262
4
Brain decoding image retrievalNatural Scenes Dataset (NSD) Mean (S1, S2, S5, S7)
Top-1 Retrieval Accuracy22.7
3
Brain decoding image retrievalNatural Scenes Dataset (NSD) (S7)
Top-1 Retrieval Accuracy19.2
3
Brain decoding image retrievalNatural Scenes Dataset (NSD) (S5)
Top-1 Accuracy23.2
3
Brain decoding image retrievalNatural Scenes Dataset (NSD) (S1)
Top-1 Accuracy25.5
3
Complex ReasoningNatural Scenes Dataset (NSD) (test)
BLEU-165.41
2
Detailed DescriptionNatural Scenes Dataset (NSD) (test)
BLEU-138.91
2
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