Protein Structure Generation on PDB
776.297FPSDFrameDiff
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| FrameDiffPretraining=RigidSSL-MD (ours)2026.03 | 776.297 | 1.001 | 1.834 | 5.345 | 3.374 | 3.552 | 4.987 | |
| FrameDiffPretraining=GeoSSL-EBM-NCE2026.03 | 827.919 | 1.108 | 2.243 | 6.025 | 3.017 | 3.593 | 5.079 | |
| FrameDiffPretraining=GeoSSL-InfoNCE2026.03 | 858.332 | 1.002 | 2.06 | 6.862 | 3.36 | 3.817 | 5.195 | |
| FrameDiffPretraining=GeoSSL-RR2026.03 | 892.657 | 1.002 | 1.851 | 6.559 | 3.364 | 3.474 | 5.037 | |
| FrameDiffPretraining=RigidSSL-Perturb (ours)2026.03 | 901.424 | 1.003 | 1.735 | 4.105 | 3.359 | 3.605 | 5.417 | |
| FrameDiffPretraining=None2026.03 | 908.743 | 1.052 | 1.827 | 4.249 | 3.174 | 3.902 | 5.454 | |
| FoldFlow-2Pretraining=RigidSSL-Perturb (ours)2026.03 | 959.982 | 1.015 | 1.647 | 4.404 | 3.288 | 3.921 | 5.294 | |
| FoldFlow-2Pretraining=RigidSSL-MD (ours)2026.03 | 1,113.829 | 1.198 | 2.249 | 5.535 | 2.623 | 3.185 | 5.073 | |
| FoldFlow-2Pretraining=GeoSSL-InfoNCE2026.03 | 1,182.036 | 1.075 | 1.788 | 6.005 | 2.94 | 3.492 | 5.566 | |
| FoldFlow-2Pretraining=GeoSSL-EBM-NCE2026.03 | 1,250.866 | 1.041 | 1.565 | 5.651 | 3.099 | 4.107 | 5.834 | |
| FoldFlow-2Pretraining=None2026.03 | 1,273.363 | 1.098 | 1.464 | 4.855 | 2.813 | 3.955 | 5.616 | |
| FoldFlow-2Pretraining=GeoSSL-RR2026.03 | 2,532.639 | 1.681 | 2.497 | 4.715 | 1.219 | 3.374 | 5.24 |