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 |