Categories Companies Research

Loading the SOTA2 catalog…

Explore

Categories Companies Research

Contribute

Join SOTA2 Contact

SOTA2

© 2026 SOTA2

Build in Bellevue, USA

WizWand is now SOTA2 Research

Papers Benchmarks Datasets Tasks

fMRI-to-image reconstruction research benchmarks · SOTA2 Research

fMRI-to-image reconstruction

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

NSD (Subjects 01, 02, 05, 07)

97.8Inception Feature Similarity

47

Jun 2, 2026

95.8Inception Feature Similarity

15

Mar 4, 2026

32.6Pixel Correlation

10

Jun 11, 2026

26.69PixCorr

9

May 15, 2026

BOLD5000 (test)

24.42Pixel Correlation (PixCorr)

9

May 15, 2026

0.365PixCorr

9

May 15, 2026

30.9PixCorr

9

Mar 4, 2026

Natural Scenes Dataset (NSD) 7T fMRI (Subjects 1, 2, 5, 7)

0.322PixCorr

6

Jul 3, 2026

Overall Average NSD, HCP, BOLD5000, NOD

PictorialCortex

0.104PixCorr

4

Feb 26, 2026

THINGS-fMRI (test)

0.109Pixel Correlation

2

Jun 11, 2026

Natural Scenes Dataset (NSD) Subject 7 740-image (test)

0.178Pixel Correlation

2

May 26, 2026

Natural Scenes Dataset (NSD) Subject 5 740-image (test)

0.2Pixel Correlation (PixCorr)

2

May 26, 2026

Natural Scenes Dataset (NSD) Subject 2 740-image (test)

0.22Pixel Correlation (PixCorr)

2

May 26, 2026

Natural Scenes Dataset (NSD) Subject 1 740-image (test)

22.39PixCorr

2

May 26, 2026

PictorialCortex

0.044PixCorr

1

Feb 26, 2026

PictorialCortex

0.083PixCorr

1

Feb 26, 2026

PictorialCortex

0.133Pixel Correlation

1

Feb 26, 2026

Popular datasets

NSD Natural Scenes Dataset Natural Scenes Dataset (NSD)BOLD5000 HCP

Follow for updates

Join SOTA2 Contact