Proposal

We propose to include the analysis presented in this contribution into 3GPP TR 26.940. Specifically, the text should capture the findings that Model Size is not a consistent proxy for complexity across varying architectures (e.g., high-stride vs. low-stride), and that GMACS/GFLOPs demonstrates a strong linear correlation with real-time performance on mobile devices. Documenting this analysis will provide a solid basis for defining the complexity constraints for the ULBC candidate.