CartNet

Reported on 4 benchmarks across 2 tasks · 1 paper · 4 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Miscellaneous2 results

Formation EnergyonMaterials Project
MAE· 2025-01-30
17.47
SOTA
A Cartesian Encoding Graph Neural Network for Crystal Structures Property Prediction: Application to Thermal Ellipsoid Estimation arXiv:2501.18369
Formation EnergyonJARVIS-DFT
MAE· 2025-01-30
0.02705
SOTA
A Cartesian Encoding Graph Neural Network for Crystal Structures Property Prediction: Application to Thermal Ellipsoid Estimation arXiv:2501.18369

Medical2 results

Atomistic DescriptiononMaterials Project
MAE· 2025-01-30
17.47
SOTA
A Cartesian Encoding Graph Neural Network for Crystal Structures Property Prediction: Application to Thermal Ellipsoid Estimation arXiv:2501.18369
Atomistic DescriptiononJARVIS-DFT
MAE· 2025-01-30
0.02705
SOTA
A Cartesian Encoding Graph Neural Network for Crystal Structures Property Prediction: Application to Thermal Ellipsoid Estimation arXiv:2501.18369