Cryo-Electron Tomography (Cryo-ET)
cryo_et
Electron Microscopy
Electron
Forward-Model Signal Chain
Each primitive represents a physical operation in the measurement process. Arrows show signal flow left to right.
Spec Notation
Π → D
Benchmark Variants & Leaderboards
Cryo-Electron Tomography (Cryo-ET)
Cryo-Electron Tomography (Cryo-ET)
Spec Notation
Π → D
Standard Leaderboard (Top 10)
| # | Method | Score | PSNR (dB) | SSIM | Trust | Source |
|---|---|---|---|---|---|---|
| 🥇 | DiffusionET | 0.854 | 37.9 | 0.944 | ✓ Certified | Zhang 2024 |
| 🥈 | ETFormer | 0.804 | 35.6 | 0.921 | ✓ Certified | Chen 2024 |
| 🥉 | DeePiCt | 0.775 | 34.2 | 0.909 | ✓ Certified | Moebel 2021 |
| 4 | CryoSeg | 0.751 | 33.1 | 0.898 | ✓ Certified | Lamm 2022 |
| 5 | DeepDeWedge | 0.716 | 31.7 | 0.876 | ✓ Certified | Wiedemann 2024 |
| 6 | IsoNet | 0.661 | 29.4 | 0.842 | ✓ Certified | Liu 2021 |
| 7 | IMOD | 0.557 | 25.2 | 0.774 | ✓ Certified | Kremer 1996 |
| 8 | SART-ET | 0.517 | 23.8 | 0.741 | ✓ Certified | Andersen 1984 |
| 9 | WBP | 0.433 | 20.5 | 0.682 | ✓ Certified | Crowther 1970 |
Mismatch Parameters (5) click to expand
| Name | Symbol | Description | Nominal | Perturbed |
|---|---|---|---|---|
| tilt_axis_offset | t_a | Tilt axis offset (px) | 0.0 | 0.6 |
| tilt_angle_accuracy | t_a | Tilt angle accuracy (deg per tilt) | 0.0 | 0.2 |
| dose_induced_shrinkage | d_s | Dose-induced shrinkage (-) | 0.0 | 2.0 |
| ctf_per_tilt_variation | c_p | CTF per-tilt variation (um) | 0.0 | 0.0 |
| missing_wedge | m_w | Missing wedge (deg) | 30.0 | 34.0 |