On coherent DP-16QAM 600Gb/s back-to-back measurements DNN equalizers outperform Volterra and memory polynomial Volterra equalizers up to 5th orders at a target BER of 10-2 by 0.5dB and 0.8dB OSNR respectively. 4 memory taps are applied. DNN equalizers have the potential for competitive implementation complexity.