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Task-oriented sampling strategies can substantially elevate multimodal protein language model performance, revealing that default protocols are often inadequate.
By respecting the intrinsic geometric constraints of molecules, GO-Flow generates more realistic 3D conformations with fewer computational steps, outperforming existing diffusion and flow matching models.