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Benchmarks
Utility Preservation on General Task Dataset
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-0.06
Task ΔS
Prompt-only
-0.0624
-0.0462
-0.03
-0.0138
Feb 1, 2026
Task ΔS
Updated 3d ago
Evaluation Results
Method
Method
Links
Task ΔS
Prompt-only
Edits=prompt
2026.02
-0.06
Low-rank-only
Edits=S only
2026.02
-0.03
Edit outside window
Edits=¬W
2026.02
-0.02
Sparse-only
Edits=N only
2026.02
-0.02
Random feature edits
Edits=rand-N
2026.02
-0.01
Neural FOXP2 (full)
Edits=FOXP2
2026.02
-0.01
No edit
Edits=–
2026.02
0
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