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Displacement Prediction research benchmarks · SOTA2 Research

Displacement Prediction

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Stiffened panels (test)

0.089RMSE (std)

7

Jun 23, 2026

plastic-response dataset

0.095RMSE (Std Dev)

7

Jun 23, 2026

Directed Energy Deposition (DED) Displacement Dataset (Extrapolation)

0.891R^2 (u_x)

6

Apr 21, 2026

Left Ventricle Biomechanics Forward Loading (test)

0.34RMSE (mm)

6

Feb 26, 2026

2D DeformableObjectsCollision unseen object shapes (test)

0.002MSE (1 step)

5

Jun 15, 2026

2D DeformableObjectsCollision unseen object combinations (test)

0.003MSE (1-step)

5

Jun 15, 2026

Cubic 3D deformable body collision midair

0.001MSE (1-step)

4

Jun 15, 2026

Cubic 3D deformable body collision horizontal plane

0MSE (1-step)

4

Jun 15, 2026

Spot cow 3D deformable body collision (test)

0.001MSE (1-step)

4

Jun 15, 2026

Left Ventricle Biomechanics Inverse Unloading (test)

0.2RMSE (mm)

4

Feb 26, 2026

Six-story instrumented hotel building Roof

98.05Confidence Interval Coverage

2

Mar 6, 2026

Six-story instrumented hotel building 3rd Floor

99.89Confidence Interval (±5%)

2

Mar 6, 2026

Popular datasets

Left Ventricle Biomechanics Six-story instrumented hotel building Cubic 3D deformable body collision 2D DeformableObjectsCollision Directed Energy Deposition Displacement Dataset

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