XFEL Serial Femtosecond Crystallography (SFX)
xfel_sfx
Ultrafast
X-Ray
Forward-Model Signal Chain
Each primitive represents a physical operation in the measurement process. Arrows show signal flow left to right.
Spec Notation
M → R → D
Benchmark Variants & Leaderboards
XFEL Serial Femtosecond Crystallography (SFX)
XFEL Serial Femtosecond Crystallography (SFX)
Spec Notation
M → R → D
Standard Leaderboard (Top 10)
| # | Method | Score | PSNR (dB) | SSIM | Trust | Source |
|---|---|---|---|---|---|---|
| 🥇 | CNN Hit-Finder | 0.775 | 32.92 | 0.952 | ✓ Certified | Ke et al., J. Synchrotron Rad. 2018 |
| 🥈 | CrysFormer | 0.745 | 31.56 | 0.938 | ✓ Certified | Crystallographic transformer, 2024 |
| 🥉 | CrystFEL | 0.547 | 24.38 | 0.782 | ✓ Certified | White et al., J. Appl. Cryst. 2012 |
| 4 | EMC | 0.546 | 24.36 | 0.781 | ✓ Certified | Loh & Elser, Phys. Rev. E 2009 |
Mismatch Parameters (4) click to expand
| Name | Symbol | Description | Nominal | Perturbed |
|---|---|---|---|---|
| hit_rate | h_r | Hit rate (-) | 10.0 | 14.0 |
| indexing_ambiguity | i_a | Indexing ambiguity (-) | 0.0 | 2.0 |
| partiality_model_error | p_m | Partiality model error (-) | 0.0 | 4.0 |
| background_from_jet/carrier | b_f | Background from jet/carrier (-) | 0.0 | 6.0 |