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SAE Feature Attribution research benchmarks · SOTA2 Research

SAE Feature Attribution

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Gemma-3-4B 65K SAE

11.14Input Attribution

9

Jun 9, 2026

Gemma-3-4B 16K SAE

14.7Input Success Rate

9

Jun 9, 2026

Gemma-3-1B 16K SAE

14.71Input Attribution

9

Jun 9, 2026

Gemma-3-270M 16K SAE

17.3Input Success Rate (%)

9

Jun 9, 2026

GPT-2 Small 128K SAE

32.16Input Attribution (%)

9

Jun 9, 2026

Popular datasets

Gemma GPT-2 Gemma-3-4B

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