CarBench
CarBench: A Comprehensive Benchmark for Neural Surrogates on High-Fidelity 3D Car Aerodynamics
1Department of Mechanical Engineering, MIT 2Schwarzman College of Computing, MIT 3Toyota Research Institute
CarBench: A Comprehensive Benchmark for Neural Surrogates on High-Fidelity 3D Car Aerodynamics
1Department of Mechanical Engineering, MIT 2Schwarzman College of Computing, MIT 3Toyota Research Institute
CarBench is the first comprehensive benchmark dedicated to large-scale 3D car aerodynamics. It evaluates state-of-the-art deep learning models on DrivAerNet++, the largest public dataset for automotive aerodynamics containing over 8,000 high-fidelity CFD simulations.
