# Image Deraining on Rain100H (PSNR, SSIM, LPIPS, FID) Source: [Image Deraining on Rain100H (PSNR, SSIM, LPIPS, FID)]() Collection index: [llms.txt]() Data updated: 2026-03-11T09:08:34.076Z Evaluation of image deraining models on the Rain100H dataset, measured using PSNR, SSIM, LPIPS, and FID. 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 Deraining | | Dataset (including any stated split) | Rain100H | | Metric | PSNR | | Unit | SCALAR | | Direction | Higher is better | | Results loaded | 15 of 15 | | 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](): Higher is better; unit: SCALAR. - [SSIM](): Higher is better; unit: SCALAR. - [LPIPS](): Lower is better; unit: SCALAR. - [FID](): Lower is better; unit: SCALAR. ## Recorded results | Method | PSNR | Result date | Report paper | | --- | --- | --- | --- | | Mean-ODE | 34.56 | Not recorded | 68fa73461e209131cea5b792 | | GOUB | 31.96 | Not recorded | 68fa73461e209131cea5b792 | | IR-SDE | 31.65 | Not recorded | 68fa73461e209131cea5b792 | | MHNet | 31.08 | Not recorded | 68fa73461e209131cea5b792 | | MAXIM | 30.81 | Not recorded | 68fa73461e209131cea5b792 | | M3SNet-32 | 30.64 | Not recorded | 68fa73461e209131cea5b792 | | MPRNet | 30.41 | Not recorded | 68fa73461e209131cea5b792 | | FP32 (Reference) | 30.03 | Not recorded | 69b0f7312d603e6de3e45ffd | | QDR (Ours) | 28.95 | Not recorded | 69b0f7312d603e6de3e45ffd | | QAT + DCKD | 28.61 | Not recorded | 69b0f7312d603e6de3e45ffd | | QAT + KD | 28.47 | Not recorded | 69b0f7312d603e6de3e45ffd | | QAT + FAKD | 28.44 | Not recorded | 69b0f7312d603e6de3e45ffd | | QAT + SLKD | 28.41 | Not recorded | 69b0f7312d603e6de3e45ffd | | QAT | 28.36 | Not recorded | 69b0f7312d603e6de3e45ffd | | PTQ | 28.1 | Not recorded | 69b0f7312d603e6de3e45ffd | ### Mean-ODE PSNR: 34.56. Result ID: 6992b53c3a6c31484910e5de. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### GOUB PSNR: 31.96. Result ID: 6992b53c3a6c31484910e5dd. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### IR-SDE PSNR: 31.65. Result ID: 6992b53c3a6c31484910e5dc. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### MHNet PSNR: 31.08. Result ID: 6992b53c3a6c31484910e5db. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### MAXIM PSNR: 30.81. Result ID: 6992b53c3a6c31484910e5da. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### M3SNet-32 PSNR: 30.64. Result ID: 6992b53c3a6c31484910e5d9. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### MPRNet PSNR: 30.41. Result ID: 6992b53c3a6c31484910e5d8. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### FP32 (Reference) PSNR: 30.03. Result ID: 69b1310a6dbb7075b95bcd5b. [Reporting paper]() Recorded evaluation configuration: {"Quantization Precision":"FP32"}. This record does not assert independent reproduction. ### QDR (Ours) PSNR: 28.95. Result ID: 69b1310a6dbb7075b95bcd62. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Quantization Precision":"INT8"}. This record does not assert independent reproduction. ### QAT + DCKD PSNR: 28.61. Result ID: 69b1310a6dbb7075b95bcd61. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Quantization Precision":"INT8"}. This record does not assert independent reproduction. ### QAT + KD PSNR: 28.47. Result ID: 69b1310a6dbb7075b95bcd5e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Quantization Precision":"INT8"}. This record does not assert independent reproduction. ### QAT + FAKD PSNR: 28.44. Result ID: 69b1310a6dbb7075b95bcd5f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Quantization Precision":"INT8"}. This record does not assert independent reproduction. ### QAT + SLKD PSNR: 28.41. Result ID: 69b1310a6dbb7075b95bcd60. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Quantization Precision":"INT8"}. This record does not assert independent reproduction. ### QAT PSNR: 28.36. Result ID: 69b1310a6dbb7075b95bcd5d. [Reporting paper]() Recorded evaluation configuration: {"Quantization Precision":"INT8"}. This record does not assert independent reproduction. ### PTQ PSNR: 28.1. Result ID: 69b1310a6dbb7075b95bcd5c. [Reporting paper]() Recorded evaluation configuration: {"Quantization Precision":"INT8"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.