Molecular Dynamics trajectory prediction on AdK protein MD (test)
1.74FMSEGraMO
Evaluation results
| Method | Links | ||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| GraMO2026.06 | 1.74 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| EGHNO2026.06 | 1.8 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| EGHN2026.06 | 2.034 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| EGNO2026.06 | 2.231 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| MPNN2026.06 | 2.322 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| EGNN2026.06 | 2.735 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| RF2026.06 | 2.846 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| Linear2026.06 | 2.89 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| EGHN2022.02 | — | 1.843 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| EGNN2022.02 | — | 2.735 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| EGNOT=5, Multi-step prediction protocol=five-step prediction, Training objective=single-step prediction2025.10 | — | — | 1.058 | 1.273 | 1.38 | 1.463 | 1.497 | 1.344 | — | — | — | — | — | — | — | — | |
| EGNOTask Mode=S2T (T = 5), Training Strategy=single-step prediction2025.10 | — | — | — | — | — | — | — | — | 1.119 | 1.62 | 1.905 | 2.139 | 2.24 | 1.805 | 5.87 | 14.22 | |
| GF-NODET=5, Multi-step prediction protocol=five-step prediction, Training objective=single-step prediction2025.10 | — | — | 1.046 | 1.281 | 1.383 | 1.431 | 1.454 | 1.327 | — | — | — | — | — | — | — | — | |
| GF-NODETask Mode=S2T (T = 5), Training Strategy=single-step prediction2025.10 | — | — | — | — | — | — | — | — | 1.095 | 1.642 | 1.913 | 2.047 | 2.113 | 1.762 | 9.91 | 27.71 | |
| HEGNNT=5, Multi-step prediction protocol=five-step prediction, Training objective=single-step prediction2025.10 | — | — | 1.051 | 1.269 | 1.369 | 1.414 | 1.445 | 1.317 | — | — | — | — | — | — | — | — | |
| HEGNNTask Mode=S2T (T = 5), Training Strategy=single-step prediction2025.10 | — | — | — | — | — | — | — | — | 1.104 | 1.611 | 1.875 | 1.998 | 2.087 | 1.735 | 8.24 | 18.22 | |
| Linear2022.02 | — | 2.89 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| MPNN2022.02 | — | 2.322 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| PAINETT=5, Multi-step prediction protocol=five-step prediction, Training objective=single-step prediction2025.10 | — | — | 1.037 | 1.268 | 1.324 | 1.356 | 1.412 | 1.286 | — | — | — | — | — | — | — | — | |
| PAINETTask Mode=S2T (T = 5), Training Strategy=single-step prediction2025.10 | — | — | — | — | — | — | — | — | 1.076 | 1.608 | 1.753 | 1.84 | 1.994 | 1.654 | 11.1 | 13.59 | |
| RF2022.02 | — | 2.846 | — | — | — | — | — | — | — | — | — | — | — | — | — | — |