ResearchBenchmarksPDE Surrogate Modeling on Active Matter (test)PDE Surrogate Modeling on Active Matter (test)Follow0.522VRMSECKM + ViT0.503280.629640.7560.88236Jul 12, 2025Evaluation resultsMethodMethodLinksVRMSECKM + ViTNumber of Parameters=7...Number of Parameters=7M, Backbone=ViT2025.070.522CSM + ViTNumber of Parameters=7...Number of Parameters=7M, Backbone=ViT2025.070.563FFNONumber of Parameters=7MNumber of Parameters=7M2025.070.567SineNetNumber of Parameters=35MNumber of Parameters=35M2025.070.76AFNONumber of Parameters=2...Number of Parameters=20M, Patch Size=162025.070.99