What about embedded/mobile environments? Are these other APIs as good as leveraging the hardware accelerators via hardware vendor provided drivers as tensorflo

What about embedded/mobile environments? Are these other APIs as good as leveraging the hardware accelerators via hardware vendor provided drivers as tensorflow these days? (For nnapi etc ...). I haven't touched these apis recently but back in 2020 or so the easiest way to use models like yolo was via tflite on those systems.