Pump-Probe Microscopy
pump_probe
Ultrafast
Photon
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
Pump-Probe Microscopy
Pump-Probe Microscopy
Spec Notation
M → R → D
Standard Leaderboard (Top 10)
| # | Method | Score | PSNR (dB) | SSIM | Trust | Source |
|---|---|---|---|---|---|---|
| 🥇 | DynFormer | 0.736 | 32.0 | 0.905 | ✓ Certified | Ultrafast dynamics transformer, 2024 |
| 🥈 | TAS-Net | 0.685 | 30.0 | 0.870 | ✓ Certified | Transient absorption DL, 2023 |
| 🥉 | MCR-ALS | 0.553 | 26.0 | 0.740 | ✓ Certified | Tauler, 1995 |
| 4 | SVD-GlobFit | 0.425 | 22.5 | 0.600 | ✓ Certified | van Stokkum et al., 2004 |
Mismatch Parameters (4) click to expand
| Name | Symbol | Description | Nominal | Perturbed |
|---|---|---|---|---|
| time_zero_drift | t_d | Time-zero drift (fs) | 0.0 | 20.0 |
| pump_power_fluctuation | p_p | Pump power fluctuation (-) | 0.0 | 1.0 |
| chirp_(gdd) | c_( | Chirp (GDD) (fs^2) | 0.0 | 100.0 |
| spatial_overlap_error | s_o | Spatial overlap error (-) | 0.0 | 4.0 |