feat: Sparse probing eval based on "Are SAEs useful" paper#79
Merged
adamkarvonen merged 8 commits intoadamkarvonen:mainfrom Dec 30, 2025
Merged
feat: Sparse probing eval based on "Are SAEs useful" paper#79adamkarvonen merged 8 commits intoadamkarvonen:mainfrom
adamkarvonen merged 8 commits intoadamkarvonen:mainfrom
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This PR adds a sparse-probing eval called
sparse_probing_sae_probesto keep it separate from the original sparse-probing eval in SAEBench. This eval is based on the SAE-Probes paper Are Sparse Autoencoders Useful? A Case Study in Sparse Probing. The benefit of the sparse-probing tasks from this paper are the following:This benchmark wraps the standalone sae-probes package, putting results in SAEBench format.