Interatomic Potential Prediction on OMol25-4M (val)
1.12Energy MAE/Atom (meV)Tetrahedron
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| TetrahedronEpochs=80, Params=60M, Throughput (atoms/sec)=33,8782025.10 | 1.12 | 63.84 | 9.33 | |
| eSEN-md-d.# Params=~51M2026.02 | 1.32 | 77.13 | 6.78 | |
| TetrahedronEpochs=20, Params=60M, Throughput (atoms/sec)=33,8782025.10 | 1.41 | 83.02 | 11.15 | |
| OctahedronEpochs=20, Params=60M, Throughput (atoms/sec)=18,1212025.10 | 1.42 | 82.57 | 10.51 | |
| OctahedronEpochs=20, Params=30M, Throughput (atoms/sec)=34,0232025.10 | 1.62 | 94.61 | 12.28 | |
| eSEN-smEpochs=80, Params=6M, Throughput (atoms/sec)=12,8342025.10 | 1.66 | 107.78 | 12.64 | |
| eSEN-smEpochs=20, Params=6M, Throughput (atoms/sec)=12,8342025.10 | 2.03 | 153.54 | 13.11 | |
| Jointly pretrained ZATOM-1# Params=80M ⚛ + 220M ❄2026.02 | 34.45 | 2,512.78 | 62.99 |