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[Preprint]. 2025 Aug 23:2025.08.19.668819. [Version 1] doi: 10.1101/2025.08.19.668819

Table 5:

Comparison with LinearDesign. For mRFP expression, ARCADE applies steering vectors that improve mRFP expression. For CAI and NMFE, ARCADE adopts joint steering combining CAI and NMFE vectors (both with λ=1).

ARCADE CodonBERT LinearDesign
mRFP expression 11.186 9.916 9.570
CAI 0.977 0.964 0.944
NMFE 416.30 395.46 568.172