Black-Hole Imaging on InverseBench (test)
31.3PSNRBlade
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| BladeAccess level=Black-box access, Covariance structure=main2025.10 | 31.3 | 36.81 | — | 1.95 | — | 2.24 | |
| BladeAccess level=Black-box access, Covariance structure=diag2025.10 | 30.83 | 36.22 | — | 1.61 | — | 2.12 | |
| ZO-APMCAccess Setting=Black-box2026.05 | 26.71 | 32.86 | 5.42 | 11.23 | 0.0302 | — | |
| PnPDMAccess Setting=Gradient-access2026.05 | 26.48 | 32.31 | 11.48 | 23.54 | 0.045 | — | |
| APMCAccess Setting=Gradient-access2026.05 | 26.23 | 31.32 | 11.78 | 19.23 | 0.0434 | — | |
| Forward-GSGAccess Setting=Gradient-access2026.05 | 26.21 | 31.47 | 6.77 | 14.06 | 0.0299 | — | |
| PnPDMAccess level=Gradient access2025.10 | 26.07 | 32.88 | — | 1.2 | — | 1.31 | |
| DPSAccess level=Gradient access2025.10 | 25.86 | 32.94 | — | 5.46 | — | 8.76 | |
| DPSAccess Setting=Gradient-access2026.05 | 25.61 | 30.84 | 12.39 | 17.72 | 0.0432 | — | |
| DAPSAccess level=Gradient access2025.10 | 25.6 | 32.78 | — | 1.23 | — | 1.3 | |
| DiffPIRAccess level=Gradient access2025.10 | 25.01 | 31.86 | — | 2.97 | — | 3.27 | |
| RED-DiffAccess level=Gradient access2025.10 | 23.77 | 29.13 | — | 2.05 | — | 1.85 | |
| EnKGAccess Setting=Black-box2026.05 | 22.86 | 27.69 | 64.37 | 33.44 | 0.925 | — | |
| SCGAccess Setting=Black-box2026.05 | 22.21 | 25.51 | 23.72 | 14.23 | 0.017 | — | |
| Central-GSGAccess Setting=Gradient-access2026.05 | 21.63 | 23.73 | 80.31 | 78.5 | 0.045 | — | |
| LGDAccess level=Gradient access2025.10 | 21.22 | 26.06 | — | 13.22 | — | 13.24 | |
| DPGAccess Setting=Black-box2026.05 | 12.33 | 14.02 | 8.17 | 30.44 | 0.016 | — |