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1-D Probing on 113 binary classification tasks 2025 (test)

87Probe AUCGLP
69.3273.9178.583.09Feb 6, 2026

Evaluation results

MethodLinks
GLPBase LLM=Llama8B, timestep t=0.12026.0287—
GLPBase LLM=Llama1B, timestep t=0.12026.0284—
Raw MLP NeuronBase LLM=Llama8B2026.0282—
Raw MLP NeuronBase LLM=Llama1B2026.0279—
Raw Layer OutputBase LLM=Llama1B2026.0277—
Raw Layer OutputBase LLM=Llama8B2026.0277—
SAEBase LLM=Llama8B2026.0276—
SAEBase LLM=Llama1B2026.0270—