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Dynamic Prediction on GSCollision Compositional generalization

0.104RMSENGFF
0.093840.162420.2310.29958Jan 29, 2026

Evaluation results

MethodLinks
NGFFInference Time (s)=0.3632026.010.1040.4090.571
NGFF w/o deform.Inference Time (s)=0.3032026.010.1310.5460.515
GCNInference Time (s)=0.3462026.010.1450.5090.347
PointformerInference Time (s)=0.1832026.010.1620.5940.434
VLM-MPMInference Time (s)=39.292026.010.3580.9040.305