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Open Catalyst

Benchmarks

Task NameDataset NameSOTA ResultTrend
Initial Structure to Relaxed Structure (IS2RS)Open Catalyst OC20 (test)
AFbT0.117
32
Initial Structure to Relaxed Energy (IS2RE)OC20 (Open Catalyst 2020) IS2RE (test)
Energy MAE (Avg)0.4143
30
S2EFOpen Catalyst S2EF 2020 (OOD Both)
MAE (Force)0.0356
11
S2EFOpen Catalyst S2EF 2020 (OOD Cat.)
Force MAE0.0285
11
S2EFOpen Catalyst S2EF 2020 (OOD Ads.)
Force MAE0.0277
11
S2EFOpen Catalyst S2EF 2020 (ID)
Force MAE0.0269
11
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