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Papers Benchmarks Datasets Tasks

Brain Captioning research benchmarks · SOTA2 Research

Brain Captioning

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Natural Scenes Dataset (NSD) (test)

66.38BLEU-1

19

Feb 26, 2026

NSD subj01 (test)

20.71METEOR

15

Jul 8, 2026

Huth fMRI (test)

17.35BLEU-1

10

Jul 8, 2026

COCO (Subject 1)

47.97ROUGE

10

May 29, 2026

Pereira fMRI (test)

36.32BLEU-1

8

Jul 8, 2026

ZuCo 2 EEG (test)

20.03BLEU-1

4

Jul 8, 2026

SMN4Lang MEG (test)

20.96BLEU-1

4

Jul 8, 2026

NSD Average (test)

53.96BLEU-1

3

May 26, 2026

NSD subj07 (test)

53.36BLEU-1

3

May 26, 2026

NSD subj05 (test)

55.36BLEU-1

3

May 26, 2026

NSD subj02 (test)

52.58BLEU-1

3

May 26, 2026

Popular datasets

NSD COCO ZuCo Natural Scenes Dataset SMN4Lang

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