ResearchTasksSparse Autoencoder ReconstructionSparse Autoencoder ReconstructionFollowBenchmarksDatasetSOTA methodSortMost resultsRecently updatedMost papersApplyDatasetSOTA methodMetricTrendResultsLast updatedSmolLM3-3B activationsSA-GSAE0.022Delta R^26May 28, 2026Pythia-1B activationsSA-GSAE0.017Delta R^26May 28, 2026WikiText-103 Llama-3.1-8B activations v1 (test)Standard SAE0.057MSE3Jun 29, 2026WikiText-103 GPT-2-small activations v1 (test)Standard SAE2.04MSE3Jun 29, 2026