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Benchmarks
Sparse Reconstruction on LLM Activations
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49.4
L0
HSAE
49.348
49.699
50.05
50.401
Feb 12, 2026
L0
Variance Explained
Updated 1mo ago
Evaluation Results
Method
Method
Links
L0
Variance Explained
HSAE
Dictionary Size=2048
2026.02
49.4
61.2
Baseline
Dictionary Size=2048
2026.02
49.4
61.3
Baseline
Dictionary Size=4096
2026.02
49.8
65.1
HSAE
Dictionary Size=4096
2026.02
50
65.1
Baseline
Dictionary Size=8192
2026.02
50.3
68.4
HSAE
Dictionary Size=8192
2026.02
50.5
68.5
HSAE
Dictionary Size=16384
2026.02
50.6
71
Baseline
Dictionary Size=16384
2026.02
50.7
71.2
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