ResearchBenchmarksTraffic flow prediction on NYTaxiTraffic flow prediction on NYTaxiFollow12.36Mean Absolute ErrorPDFormer12.322412.576212.8313.0838Jan 29, 2024Evaluation resultsMethodMethodLinksMean Absolute ErrorRoot Mean Square ErrorMean Absolute Percentage ErrorPDFormer2024.0112.3620.1812.79Cy2MixerCycle block=includedCycle block=included2024.0112.5920.4513.03STAEFormer2024.0112.6120.5312.96Cy2MixerCycle block=excludedCycle block=excluded2024.0112.6120.5313.06ASTGNN2024.0112.9821.1913.65GMAN2024.0113.2721.6613.89STGNCDE2024.0113.2821.6813.93GWNET2024.0113.321.7113.94