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fMRI encoding research benchmarks · SOTA2 Research

fMRI encoding

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Natural Scenes Dataset (NSD) subjects 1, 2, 5, 7 (avg) 7T (test)

0.429Pearson Correlation

16

Jun 4, 2026

0.255Mean R^2

6

May 21, 2026

fMRI Subjects Average S01-S03

0.13Test Correlation

3

Jun 16, 2026

fMRI Subject S03

0.17Test Correlation

3

Jun 16, 2026

fMRI Subject S02

0.15Test Correlation

3

Jun 16, 2026

fMRI Subject S01

0.08Test Correlation

3

Jun 16, 2026

Popular datasets

fMRI Natural Scenes Dataset (NSD)Miyawaki fMRI Subject fMRI Subjects

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