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Papers Benchmarks Datasets Tasks

Neural response prediction research benchmarks · SOTA2 Research

Neural response prediction

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Dataset F Core O

0.375ρtrial

4

Feb 26, 2026

Dataset F Core N

0.353Rho (Trial)

4

Feb 26, 2026

Dataset F Core M

0.37ρtrial

4

Feb 26, 2026

Dataset F Core L

0.295Rho Trial

4

Feb 26, 2026

Dataset F Core K

0.371ρtrial

4

Feb 26, 2026

Dataset F Core J

0.392Rho Trial

4

Feb 26, 2026

Dataset F Core I

0.39Trial Correlation Coefficient (ρtrial)

4

Feb 26, 2026

Dataset F Core H

0.367Rho Trial

4

Feb 26, 2026

Dataset F Core G

0.386Trial Correlation (ρ)

4

Feb 26, 2026

Dataset F Core F

0.326Rho Trial

4

Feb 26, 2026

Retina Dataset Checkerboard stimulus

MLE + single-trial + NC

96Noise Correlation

4

Feb 26, 2026

Retina Dataset Moving bars stimulus

MLE + single-trial + NC

0.94Noise Correlation

3

Feb 26, 2026

Popular datasets

Dataset F Retina Dataset

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