ResearchBenchmarksLatency Prediction on NNLQ Out-of-domain AverageLatency Prediction on NNLQ Out-of-domain AverageFollow8.39MAPE (Average)NN-Former6.817617.431328.04538.6587Jul 1, 2025Evaluation resultsMethodMethodLinksMAPE (Average)MAPE (Best)Accuracy (10% Tolerance) (Average)Accuracy (10% Tolerance) (Best)NN-Former2025.078.397.9674.3175.47NAR-Former V22025.0710.559.1362.767.4NNLP2025.0711.5510.2754.6260.65nn-Meter2025.0715.35—47.42—TPU2025.0721.2—34.4—BRP-NAS2025.0730.76—21.34—FLOPs+MAC2025.0737.26—13.2—FLOPs2025.0747.7—7.99—