# Image Reconstruction on Urban100 Source: [Image Reconstruction on Urban100]() Collection index: [llms.txt]() Data updated: 2026-06-19T07:23:09.959Z Evaluation of Image Reconstruction performance on the Urban100 dataset, measured using PSNR, SSIM, LPIPS, and edge-LPIPS. A research result applies to its stated dataset, split, metric and evaluation configuration. Compare like-for-like settings, preserve the metric's unit and direction, and distinguish paper-reported results from independent reproduction. The best result recorded here is not a claim of exhaustive, current global coverage. | Scope | Recorded value | | --- | --- | | Task | Image Reconstruction | | Dataset (including any stated split) | Urban100 | | Metric | PSNR (dB) | | Unit | SCALAR | | Direction | Higher is better | | Results loaded | 12 of 12 | | Coverage | All results currently returned for this benchmark | Evaluation settings may differ between results. The original papers and recorded configurations are needed to establish comparability. A shared metric name alone does not establish an identical protocol. ## Metrics - [PSNR (dB)](): Higher is better; unit: SCALAR. - [SSIM](): Higher is better; unit: PERCENT. - [LPIPS](): Lower is better; unit: SCALAR. - [edge-LPIPS](): Lower is better; unit: SCALAR. - [Δ PSNR](): Higher is better; unit: SCALAR. - [Δ LPIPS](): Lower is better; unit: SCALAR. ## Recorded results | Method | PSNR (dB) | Result date | Report paper | | --- | --- | --- | --- | | GB-LSR-Full | 18.827 | Not recorded | 6a34ccee206542251d7c5e01 | | GB-LSR-Full | 18.827 | Not recorded | 6a34ccee206542251d7c5e01 | | GB-LSR-Scalar | 18.827 | Not recorded | 6a34ccee206542251d7c5e01 | | GB-LSR-Scalar | 18.793 | Not recorded | 6a34ccee206542251d7c5e01 | | GB-LSR-Fixed | 17.011 | Not recorded | 6a34ccee206542251d7c5e01 | | LTE | 15.819 | Not recorded | 6a34ccee206542251d7c5e01 | | LTE | 15.819 | Not recorded | 6a34ccee206542251d7c5e01 | | LIIF | 15.371 | Not recorded | 6a34ccee206542251d7c5e01 | | WIRE | 15.198 | Not recorded | 6a34ccee206542251d7c5e01 | | Global Fourier-MLP baseline | 13.059 | Not recorded | 6a34ccee206542251d7c5e01 | ### GB-LSR-Full PSNR (dB): 18.827. Result ID: 6a34eca8fbc373592c31c956. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"inf ms":"1.40","#params":"989,954"}. This record does not assert independent reproduction. ### GB-LSR-Full PSNR (dB): 18.827. Result ID: 6a34eca8fbc373592c31c964. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Selection Scope":"Best PSNR (any)"}. This record does not assert independent reproduction. ### GB-LSR-Scalar PSNR (dB): 18.827. Result ID: 6a34eca8fbc373592c31c965. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Selection Scope":"Best PSNR (any)"}. This record does not assert independent reproduction. ### GB-LSR-Scalar PSNR (dB): 18.793. Result ID: 6a34eca8fbc373592c31c955. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"variant":"main","inf ms":"1.41","#params":"989,955"}. This record does not assert independent reproduction. ### GB-LSR-Fixed PSNR (dB): 17.011. Result ID: 6a34eca8fbc373592c31c954. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"inf ms":"1.41","#params":"989,954"}. This record does not assert independent reproduction. ### LTE PSNR (dB): 15.819. Result ID: 6a34eca8fbc373592c31c958. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"protocol":"matched-budget amortized","inf ms":"2.57","#params":"1,122,051"}. This record does not assert independent reproduction. ### LTE PSNR (dB): 15.819. Result ID: 6a34eca8fbc373592c31c966. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Selection Scope":"Best PSNR (baseline)","Protocol":"Matched-budget amortized"}. This record does not assert independent reproduction. ### LIIF PSNR (dB): 15.371. Result ID: 6a34eca8fbc373592c31c957. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"protocol":"matched-budget amortized","inf ms":"5.72","#params":"1,122,819"}. This record does not assert independent reproduction. ### WIRE PSNR (dB): 15.198. Result ID: 6a34eca8fbc373592c31c959. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"protocol":"matched-budget amortized","inf ms":"2.65","#params":"1,058,051"}. This record does not assert independent reproduction. ### Global Fourier-MLP baseline PSNR (dB): 13.059. Result ID: 6a34eca8fbc373592c31c953. [Reporting paper]() Recorded evaluation configuration: {"inf ms":"2.12","#params":"1,121,539"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.