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Papers Benchmarks Datasets Tasks

JARVIS dataset and benchmarks · SOTA2 Research

Research Datasets

JARVIS

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Crystal Property Prediction

JARVIS (test)

0.027Formation Energy MAE (eV/atom)

23

Bandgap prediction

Jarvis

0.09MAE (eV)

12

Formation energy prediction

JARVIS

32Time/Epoch

7

Total Energy Prediction

JARVIS (test)

0.035MAE (eV/atom)

7

Formation Energy Prediction

JARVIS (test)

0.033MAE (eV/atom)

7

Materials Property Prediction

JARVIS

0.063Ef (eV/at)

4

Popular tasks

Formation energy prediction Total Energy Prediction Crystal Property Prediction Bandgap Prediction Materials Property Prediction

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