Model for Ni FF forces¶
Model benchmarks
| Model name | Dataset | Multimae | Team name | Dataset size | Date submitted | Notes |
|---|---|---|---|---|---|---|
| chgnet_pretrained | mlearn_Ni | 0.0665 | CHGNET | 294 | 08-07-2023 | CSV, JSON, run.sh, Info |
| alignnff_fd | mlearn_Ni | 0.1979 | ALIGNN | 294 | 01-14-2023 | CSV, JSON, run.sh, Info |
| alignnff_mlearn_only | mlearn_Ni | 0.0561 | JARVIS | 294 | 01-14-2023 | CSV, JSON, run.sh, Info |
| alignnff_fmult_mlearn_only | mlearn_Ni | 0.0448 | JARVIS | 294 | 01-14-2023 | CSV, JSON, run.sh, Info |
| matgl_pretrained | mlearn_Ni | 0.0691 | Matgl | 294 | 01-14-2023 | CSV, JSON, run.sh, Info |
| m3gnet_pretrained | mlearn_Ni | 0.1432 | M3GNET | 294 | 01-14-2023 | CSV, JSON, run.sh, Info |
| alignnff_wt10 | mlearn_Ni | 0.4308 | JARVIS | 294 | 01-14-2023 | CSV, JSON, run.sh, Info |
| mishin_eam | mlearn_Ni | 0.1343 | JARVIS-FF | 294 | 01-14-2023 | CSV, JSON, run.sh, Info |