Protein Structure Generation on AFDB
701.705FPSDFrameDiff
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| FrameDiffPretraining=RigidSSL-MD (ours)2026.03 | 701.705 | 2.383 | 2.56 | 4.151 | |
| FrameDiffPretraining=GeoSSL-EBM-NCE2026.03 | 770.448 | 2.068 | 2.807 | 4.408 | |
| FrameDiffPretraining=GeoSSL-InfoNCE2026.03 | 806.346 | 2.369 | 2.965 | 4.419 | |
| FrameDiffPretraining=None2026.03 | 840.682 | 2.209 | 3.119 | 4.807 | |
| FrameDiffPretraining=RigidSSL-Perturb (ours)2026.03 | 843.407 | 2.37 | 2.632 | 4.687 | |
| FrameDiffPretraining=GeoSSL-RR2026.03 | 846.222 | 2.373 | 2.452 | 4.357 | |
| FoldFlow-2Pretraining=RigidSSL-Perturb (ours)2026.03 | 875.549 | 2.305 | 3.117 | 4.62 | |
| FoldFlow-2Pretraining=RigidSSL-MD (ours)2026.03 | 1,070.094 | 1.771 | 2.52 | 4.81 | |
| FoldFlow-2Pretraining=GeoSSL-InfoNCE2026.03 | 1,127.343 | 1.996 | 2.602 | 5.207 | |
| FoldFlow-2Pretraining=None2026.03 | 1,198.292 | 1.903 | 3.184 | 5.211 | |
| FoldFlow-2Pretraining=GeoSSL-EBM-NCE2026.03 | 1,201.031 | 2.131 | 3.382 | 5.57 | |
| FoldFlow-2Pretraining=GeoSSL-RR2026.03 | 2,485.163 | 0.885 | 3.279 | 5.227 |