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Adsorption energy prediction research benchmarks · SOTA2 Research

Adsorption energy prediction

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

OC20 IS2RE (test)

0.371MAE

16

Feb 26, 2026

OC20 IS2RE (val)

403MAE

11

Feb 26, 2026

72.25Success Rate

5

Mar 5, 2026

-7.38Improvement MAE vs CatBERTa (%)

3

Feb 26, 2026

-9.82Improvement MAE (%) vs CatBERTa

3

Feb 26, 2026

Popular datasets

OC OC20 AdsorbML

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