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Dynamic Prediction on GSCollision (Spatial generalization)

0.082RMSENGFF
0.073040.133520.1940.25448Jan 29, 2026

Evaluation results

MethodLinks
NGFFInference Time (s)=0.3632026.010.0820.3260.661
PointformerInference Time (s)=0.1832026.010.0960.3940.623
NGFF w/o deform.Inference Time (s)=0.3032026.010.110.4590.595
GCNInference Time (s)=0.3462026.010.1340.4790.406
VLM-MPMInference Time (s)=39.292026.010.3060.7740.299