SOTAVerified

Physical Simulations

Papers

Showing 4150 of 100 papers

TitleStatusHype
C(NN)FD -- a deep learning framework for turbomachinery CFD analysis0
A Crystal-Specific Pre-Training Framework for Crystal Material Property Prediction0
Sim-Suction: Learning a Suction Grasp Policy for Cluttered Environments Using a Synthetic BenchmarkCode1
A high-efficiency model indicating the role of inhibition in the resilience of neuronal networks to damage resulting from traumatic injury0
On the Relationships between Graph Neural Networks for the Simulation of Physical Systems and Classical Numerical Methods0
Grounding Graph Network Simulators using Physical Sensor ObservationsCode1
Simulation toolkit for digital material characterization of large image-based microstructuresCode0
HOOD: Hierarchical Graphs for Generalized Modelling of Clothing DynamicsCode1
Neural Cloth SimulationCode2
TPA-Net: Generate A Dataset for Text to Physics-based Animation0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1HOOD_OuterChamfer (cm)5.36Unverified
2PBNS_DressChamfer (cm)4.87Unverified
3PBNS_OuterChamfer (cm)4.86Unverified
4NCS_OuterChamfer (cm)4.74Unverified
5NCS_DressChamfer (cm)4.55Unverified
6HOOD_DressChamfer (cm)4.29Unverified
7PBNS_UpperChamfer (cm)2.69Unverified
8HOOD_UpperChamfer (cm)2.67Unverified
9NCS_UpperChamfer (cm)2.11Unverified
10HOOD_LowerChamfer (cm)2.07Unverified