Interatomic Potential Modeling on Ta-V-Cr-W 1.0 (Original splits Overall)
1.38E-RMSE (meV/atom)ICTPsym
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| ICTPsymL=2, Batch size=50, Hardware=NVIDIA A100 GPU2024.05 | 1.38 | 0.028 | 51.78 | 36.78 | |
| ICTPsymL=1, Batch size=50, Hardware=NVIDIA A100 GPU2024.05 | 1.56 | 0.029 | 25.09 | 16.93 | |
| MACEL=2, Batch size=50, Hardware=NVIDIA A100 GPU2024.05 | 1.67 | 0.032 | 29.48 | 28.82 | |
| ICTPsymV=2, Batch size=50, Hardware=NVIDIA A100 GPU2024.05 | 1.67 | 0.032 | 14.97 | 13.15 | |
| MACEL=1, Batch size=50, Hardware=NVIDIA A100 GPU2024.05 | 2.19 | 0.029 | 15.37 | 13.87 | |
| GM-NNBatch size=50, Hardware=NVIDIA GeForce RTX 3090 Ti2024.05 | 2.32 | 0.043 | 7.25 | — | |
| MACEL=0, Batch size=50, Hardware=NVIDIA A100 GPU2024.05 | 2.42 | 0.03 | 4.43 | 5.91 | |
| MTPBatch size=50, Hardware=Intel Xeon E6252 Gold2024.05 | 2.43 | 0.054 | 17.57 | — | |
| ICTPsymL=0, Batch size=50, Hardware=NVIDIA A100 GPU2024.05 | 3.17 | 0.034 | 14.59 | 8.48 | |
| EAMBatch size=50, Hardware=Intel Xeon E6252 Gold2024.05 | 37.14 | 0.443 | 0.5 | — |