Lensless Imaging Reconstruction on Lensless-FFHQ (test)
5.706ConsistencyPhoCoLens
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| PhoCoLensSupervision Level=Supervised, Time (s)=118.34322025.11 | 5.706 | 47.52 | 0.2242 | 0.7169 | |
| FlatNetSupervision Level=Supervised, Time (s)=0.01342025.11 | 5.66 | 50.42 | 0.2574 | 0.5496 | |
| MultiWienerNetSupervision Level=Supervised, Time (s)=0.01182025.11 | 5.554 | 50.98 | 0.2356 | 0.537 | |
| LeADMM-USupervision Level=Supervised, Time (s)=0.06062025.11 | 5.487 | 50.43 | 0.2497 | 0.5533 | |
| UNetSupervision Level=Supervised, Time (s)=0.01322025.11 | 5.269 | 49.85 | 0.2922 | 0.5038 | |
| PrimalDualNetSupervision Level=Supervised, Time (s)=0.02922025.11 | 5.115 | 41.43 | 0.4074 | 0.4451 | |
| WienerSupervision Level=Unsupervised, Time (s)=0.00032025.11 | 1.918 | 54.32 | 0.5738 | 0.2041 | |
| ADMMSupervision Level=Unsupervised, Time (s)=0.14712025.11 | 0.1595 | 48.77 | 0.4435 | 0.3787 | |
| DPSSupervision Level=Unsupervised, Time (s)=116.42882025.11 | 0.1408 | 28.03 | 0.4323 | 0.5869 | |
| NSDDSupervision Level=Unsupervised, Time (s)=0.03422025.11 | 0.1156 | 49.84 | 0.3807 | 0.4954 | |
| DDNM+Supervision Level=Unsupervised, Time (s)=20.89082025.11 | 0.0928 | 48.3 | 0.3717 | 0.518 |