Rowan Benchmarks

All Speed Results

This is a benchmark that evaluates the average speed of running energy and force calculations on 10-, 100-, and 1000-atom molecular and periodic systems. All calculations were run on Nvidia A10G GPUs through Modal. See all speed results.

Name
Orb-v3 (Direct Inf. OMat)0.140.150.170.150.150.18
Orb-d3-v20.140.150.180.150.150.17
Orb-v3 (Conservative Inf. OMat)0.150.150.180.150.150.18
Orb-v3 (Direct 20 OMat)0.150.150.180.150.150.17
Orb-v20.150.150.180.150.150.17
OMol25's eSEN Conserving Small0.150.150.180.150.150.18
Orb-v3 (Conservative 20 OMat)0.150.150.180.150.150.18
Egret-1e0.230.230.250.230.230.25
Egret-1t0.230.230.250.230.230.25
Prescient's StrainRelief MACE0.230.230.250.230.230.25
MACE-ANI-CC0.230.230.260.230.230.25
MACE-MP-0b2(Large)-D3BJ0.230.230.260.230.230.26
UMA Small (OMol task)0.220.220.260.220.230.26
MACE-MP-0b(Medium)0.230.240.260.240.230.26
MACE-MP-0(Medium)0.230.230.260.230.240.26
MACE-MP-0b(Small)0.240.240.260.240.240.26
MACE-MP-0(Large)-D3BJ0.240.240.260.240.240.28
MACE-MP-0b2(Medium)0.240.240.260.240.240.26
MACE-MP-0b2(Small)0.240.240.260.240.240.26
MACE-MP-0(Small)0.240.240.270.240.240.27
MACE-MP-0(Large)0.230.240.270.230.240.26
MACE-MP-0b2(Large)0.240.240.270.230.230.27
AIMNet2 (Ο‰B97M-D3, old)0.250.240.320.260.250.32
Egret-10.310.320.350.310.320.36
AIMNet2 (Ο‰B97M-D3, new)15.5116.2235.7920.2224.9066.55
SO3LR8.2429.042285.45
eSEN-OAM0.230.270.230.23
OMat24 eqV2-L0.230.240.240.23