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Trajectory Generation on Bouncing Balls

0Collision RateMPGD
-1.52488.767619.0629.3524Mar 6, 2026

Evaluation results

MethodLinks
MPGDGenerative Framework=Diffusion, Projection=without projection2026.03000.2710.277
DM-MBM++Generative Framework=Diffusion2026.030.010.030.2280.275
TF-Guided FMGenerative Framework=Flow Matching2026.031.030.190.5290.304
FM-MBM++Generative Framework=Flow Matching2026.032.350.440.3770.287
MBMGenerative Framework=Diffusion2026.032.861.910.2220.284
AMGenerative Framework=Flow Matching2026.034.670.490.3940.304
Standard FMGenerative Framework=Flow Matching2026.0329.173.80.3730.285
Standard diffusionGenerative Framework=Diffusion2026.0338.126.290.2170.289