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Activation Reconstruction research benchmarks · SOTA2 Research

Activation Reconstruction

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Pythia model activations

0.807Pearson Correlation Coefficient

18

Feb 26, 2026

Wikipedia activations Llama-3.1-8B

0.004MSE

14

Feb 26, 2026

Wikipedia activations Gemma-2-2B

0.592MSE

14

Feb 26, 2026

1.58MSE

4

May 12, 2026

0.22MSE

4

Jun 1, 2026

0.03MSE

4

May 12, 2026

0.32MSE

4

May 12, 2026

Popular datasets

Pythia Wikipedia activations GPT2 Gemma

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