Model for Ni FF energy¶
Model benchmarks
| Model name | Dataset | Accuracy | Team name | Dataset size | Date submitted | Notes |
|---|---|---|---|---|---|---|
| chgnet_pretrained | mlearn_Ni | 7.1812 | CHGNET | 294 | 08-07-2023 | CSV, JSON, run.sh, Info |
| alignnff_fd | mlearn_Ni | 424.873 | ALIGNN | 294 | 01-14-2023 | CSV, JSON, run.sh, Info |
| alignnff_mlearn_only | mlearn_Ni | 1.4316 | JARVIS | 294 | 01-14-2023 | CSV, JSON, run.sh, Info |
| alignnff_fmult_mlearn_only | mlearn_Ni | 1.4665 | JARVIS | 294 | 01-14-2023 | CSV, JSON, run.sh, Info |
| matgl_pretrained | mlearn_Ni | 2.9438 | Matgl | 294 | 01-14-2023 | CSV, JSON, run.sh, Info |
| m3gnet_pretrained | mlearn_Ni | 2.7001 | M3GNET | 294 | 01-14-2023 | CSV, JSON, run.sh, Info |
| alignnff_wt10 | mlearn_Ni | 440.6883 | JARVIS | 294 | 01-14-2023 | CSV, JSON, run.sh, Info |
| mishin_eam | mlearn_Ni | 134.9626 | JARVIS-FF | 294 | 01-14-2023 | CSV, JSON, run.sh, Info |