Dev
Pump-Probe Microscopy — Dev Tier
(5 scenes)Blind evaluation tier — no ground truth available.
What you get
Measurements (y), ideal forward operator (H), and spec ranges only.
How to use
Apply your pipeline from the Public tier. Use consistency as self-check.
What to submit
Reconstructed signals and corrected spec. Scored server-side.
Parameter Specifications
🔒
True spec hidden — estimate parameters from spec ranges below.
| Parameter | Spec Range | Unit |
|---|---|---|
| time_zero_drift | -24.0 – 36.0 | fs |
| pump_power_fluctuation | -1.2 – 1.8 | - |
| chirp_(gdd) | -120.0 – 180.0 | fs^2 |
| spatial_overlap_error | -4.8 – 7.2 | - |
Dev Tier Leaderboard
| # | Method | Score | PSNR | SSIM | Consistency | Trust | Source |
|---|---|---|---|---|---|---|---|
| 1 | DynFormer + gradient | 0.673 | 26.22 | 0.838 | 0.88 | ✓ Certified | Ultrafast dynamics transformer, 2024 |
| 2 | MCR-ALS + gradient | 0.594 | 23.54 | 0.752 | 0.79 | ✓ Certified | Tauler, Chemom. Intell. Lab. 1995 |
| 3 | SVD-GlobFit + gradient | 0.534 | 20.91 | 0.642 | 0.84 | ✓ Certified | van Stokkum et al., BBA 2004 |
| 4 | TAS-Net + gradient | 0.515 | 20.4 | 0.618 | 0.82 | ✓ Certified | Transient absorption DL, 2023 |
Visible Data Fields
y
H_ideal
spec_ranges
Dataset
Format: HDF5
Scenes: 5
Scoring Formula
0.4 × PSNR_norm + 0.4 × SSIM + 0.2 × (1 − ‖y − Ĥx̂‖/‖y‖)
PSNR: 40%
SSIM: 40%
Consistency: 20%