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Displacement prediction on 2D DeformableObjectsCollision unseen object combinations (test)
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0.003
MSE (1-step)
EqCollide
-0.07608
0.45771
0.9915
1.52529
Jun 6, 2025
MSE (1-step)
MSE (5-step)
MSE (10-step)
MSE (15-step)
MSE (20-step)
MSE (25-step)
Updated 1mo ago
Evaluation Results
Method
Method
Links
MSE (1-step)
MSE (5-step)
MSE (10-step)
MSE (15-step)
MSE (20-step)
MSE (25-step)
EqCollide
Equivariance=R^2
2025.06
0.003
1.27
4.6
7.78
11.2
31
SGNN
2025.06
0.224
7.13
32.1
84.9
186
332
EqCollide-SE(n)
Equivariance=SE(n)
2025.06
0.28
4.49
12.3
22.1
32.9
55.3
ENF-PDE (Vel)
Training data=velocity...
2025.06
0.309
2.767
9.78
18.909
30.806
48.3
MeshGraphNets
2025.06
1.98
20.1
79
229
581
1,230
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