ACM SIGSPATIAL Cup 2025: Human Mobility Prediction Challenge, Minneapolis, MN, USA The ACM SIGSPATIAL Cup is a premier competition in geospatial AI. This year’s challenge, “Human Mobility Prediction in Multiple Cities,” required participants to forecast complex mobility trajectories across diverse metropolitan areas. To tackle the challenge of adapting to various urban layouts, the team developed the “HuMob Predictor” framework. Their innovative approach combined a multi-level encoding module, designed to capture intricate urban structures, with an incremental training strategy that progressively learns from simple patterns to complex dependencies.
Awarded date
Nov 2025
Degree of recognition
International
Granting Organisations
ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems