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LLM Activations dataset and benchmarks · SOTA2 Research

Research Datasets

LLM Activations

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Downstream Utility Evaluation

LLM Activations

87.9Sparse Probing Accuracy

8

Feature Interpretability

LLM Activations

86.9AutoInterp Score

8

Hierarchical Feature Alignment

LLM Activations

98.8Absorption

8

Sparse Reconstruction

LLM Activations

49.4L0

8

Popular tasks

Sparse Reconstruction Hierarchical Feature Alignment Feature Interpretability Downstream Utility Evaluation

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