Compressive Sensing on BSDS500 (gamma_s = 0.2)
34.55PSNRN-DIPA
Evaluation results
| Method | Links | |
|---|---|---|
| N-DIPALearning=true, Preconditioning model=P_θ⋆ (13)2026.05 | 34.55 | |
| L-DIPALearning=true, Preconditioning model=P⋆ (13)2026.05 | 28.1 | |
| Full-linearLearning=true, Preconditioning model=P_k2026.05 | 26.19 | |
| Scalar stepLearning=true, Preconditioning model=p_k I_n2026.05 | 23.36 | |
| PolynomialLearning=false, Preconditioning model=p(A⊤A)2026.05 | 23.01 | |
| HessianLearning=false, Preconditioning model=(A⊤A)⁻¹2026.05 | 22.94 | |
| BaselineLearning=false, Preconditioning model=I_n2026.05 | 22.36 | |
| ConvolutionalLearning=true, Preconditioning model=p_k * x2026.05 | 21.3 | |
| PointwiseLearning=true, Preconditioning model=p_k ⊙ x2026.05 | 21.28 |