# Motion Deblurring on GoPro synthetic (test) Source: [Motion Deblurring on GoPro synthetic (test)]() Collection index: [llms.txt]() Data updated: 2026-05-05T07:05:36.584Z Evaluation of Motion Deblurring performance on the test split of the GoPro synthetic dataset, typically measured using metrics like PSNR and SSIM. 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 | Motion Deblurring | | Dataset (including any stated split) | GoPro synthetic (test) | | Metric | PSNR | | Unit | SCALAR | | Direction | Higher is better | | Results loaded | 29 of 29 | | 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: PERCENT. ## Recorded results | Method | PSNR | Result date | Report paper | | --- | --- | --- | --- | | LoFormer-L | 34.09 | Not recorded | 68fa744a1e209131cea60cef | | UFPNet | 34.06 | Not recorded | 68fa744a1e209131cea60cef | | MRLPFNet | 34.01 | Not recorded | 68fa744a1e209131cea60cef | | LoFormer-B | 33.99 | Not recorded | 68fa744a1e209131cea60cef | | LoFormer-S | 33.73 | Not recorded | 68fa744a1e209131cea60cef | | DeepRFT+ | 33.52 | Not recorded | 68fa744a1e209131cea60cef | | EFEP | 33.27 | Not recorded | 68fa744a1e209131cea60cef | | SFNet | 33.27 | Not recorded | 68fa744a1e209131cea60cef | | FocalNet | 33.1 | Not recorded | 68fa744a1e209131cea60cef | | Stripformer | 33.08 | Not recorded | 68fa744a1e209131cea60cef | | ENS (Ours) | 33.08 | Not recorded | 69f979fec0f56ed843089cd5 | | Uformer | 33.06 | Not recorded | 68fa744a1e209131cea60cef | | Restormer | 32.92 | Not recorded | 68fa744a1e209131cea60cef | | Restormer | 32.92 | Not recorded | 69f979fec0f56ed843089cd5 | | MPRNet | 32.66 | Not recorded | 68fa744a1e209131cea60cef | | MPRNet | 32.66 | Not recorded | 69f979fec0f56ed843089cd5 | | MIMO-UNet+ | 32.45 | Not recorded | 68fa744a1e209131cea60cef | | MIMO-Unet+ | 32.45 | Not recorded | 69f979fec0f56ed843089cd5 | | SPAIR | 32.06 | Not recorded | 69f979fec0f56ed843089cd5 | | MambaIR | 31.56 | Not recorded | 69f979fec0f56ed843089cd5 | | DMPHN | 31.2 | Not recorded | 69f979fec0f56ed843089cd5 | | MT-RNN | 31.15 | Not recorded | 69f979fec0f56ed843089cd5 | | DBGAN | 31.1 | Not recorded | 69f979fec0f56ed843089cd5 | | SRN | 30.26 | Not recorded | 69f979fec0f56ed843089cd5 | | DeblurGAN-v2 | 29.55 | Not recorded | 69f979fec0f56ed843089cd5 | | Zhang et al. | 29.19 | Not recorded | 69f979fec0f56ed843089cd5 | | Nah et al. | 29.08 | Not recorded | 69f979fec0f56ed843089cd5 | | DeblurGAN | 28.7 | Not recorded | 69f979fec0f56ed843089cd5 | | Xu et al. | 21 | Not recorded | 69f979fec0f56ed843089cd5 | ### LoFormer-L PSNR: 34.09. Result ID: 69933a043a6c314849148c84. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Setting":"A","Params (M)":"49.0","FLOPs (G)":"126"}. This record does not assert independent reproduction. ### UFPNet PSNR: 34.06. Result ID: 69933a043a6c314849148c7d. [Reporting paper]() Recorded evaluation configuration: {"Setting":"A","Params (M)":"80.3","FLOPs (G)":"243"}. This record does not assert independent reproduction. ### MRLPFNet PSNR: 34.01. Result ID: 69933a043a6c314849148c81. [Reporting paper]() Recorded evaluation configuration: {"Setting":"A","Params (M)":"20.6","FLOPs (G)":"129"}. This record does not assert independent reproduction. ### LoFormer-B PSNR: 33.99. Result ID: 69933a043a6c314849148c83. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Setting":"A","Params (M)":"27.9","FLOPs (G)":"73"}. This record does not assert independent reproduction. ### LoFormer-S PSNR: 33.73. Result ID: 69933a043a6c314849148c82. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Setting":"A","Params (M)":"16.4","FLOPs (G)":"47"}. This record does not assert independent reproduction. ### DeepRFT+ PSNR: 33.52. Result ID: 69933a043a6c314849148c7c. [Reporting paper]() Recorded evaluation configuration: {"Setting":"A","Params (M)":"23.0","FLOPs (G)":"187"}. This record does not assert independent reproduction. ### EFEP PSNR: 33.27. Result ID: 69933a043a6c314849148c79. [Reporting paper]() Recorded evaluation configuration: {"Setting":"A","Params (M)":"23.9","FLOPs (G)":"113"}. This record does not assert independent reproduction. ### SFNet PSNR: 33.27. Result ID: 69933a043a6c314849148c7b. [Reporting paper]() Recorded evaluation configuration: {"Setting":"A","Params (M)":"13.3","FLOPs (G)":"125"}. This record does not assert independent reproduction. ### FocalNet PSNR: 33.1. Result ID: 69933a043a6c314849148c7a. [Reporting paper]() Recorded evaluation configuration: {"Setting":"A","Params (M)":"15.9","FLOPs (G)":"143"}. This record does not assert independent reproduction. ### Stripformer PSNR: 33.08. Result ID: 69933a043a6c314849148c80. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Setting":"A","Params (M)":"20.0","FLOPs (G)":"170"}. This record does not assert independent reproduction. ### ENS (Ours) PSNR: 33.08. Result ID: 69f996b947f34ce924dcd13b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Uformer PSNR: 33.06. Result ID: 69933a043a6c314849148c7e. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Setting":"A","Params (M)":"50.9","FLOPs (G)":"90"}. This record does not assert independent reproduction. ### Restormer PSNR: 32.92. Result ID: 69933a043a6c314849148c7f. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Setting":"A","Params (M)":"26.1","FLOPs (G)":"135"}. This record does not assert independent reproduction. ### Restormer PSNR: 32.92. Result ID: 69f996b947f34ce924dcd139. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### MPRNet PSNR: 32.66. Result ID: 69933a043a6c314849148c77. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Setting":"A","Params (M)":"20.1","FLOPs (G)":"588"}. This record does not assert independent reproduction. ### MPRNet PSNR: 32.66. Result ID: 69f996b947f34ce924dcd138. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### MIMO-UNet+ PSNR: 32.45. Result ID: 69933a043a6c314849148c78. [Reporting paper]() Recorded evaluation configuration: {"Setting":"A","Params (M)":"16.1","FLOPs (G)":"154"}. This record does not assert independent reproduction. ### MIMO-Unet+ PSNR: 32.45. Result ID: 69f996b947f34ce924dcd137. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### SPAIR PSNR: 32.06. Result ID: 69f996b947f34ce924dcd136. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### MambaIR PSNR: 31.56. Result ID: 69f996b947f34ce924dcd13a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### DMPHN PSNR: 31.2. Result ID: 69f996b947f34ce924dcd135. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### MT-RNN PSNR: 31.15. Result ID: 69f996b947f34ce924dcd134. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### DBGAN PSNR: 31.1. Result ID: 69f996b947f34ce924dcd133. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### SRN PSNR: 30.26. Result ID: 69f996b947f34ce924dcd132. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### DeblurGAN-v2 PSNR: 29.55. Result ID: 69f996b947f34ce924dcd131. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Zhang et al. PSNR: 29.19. Result ID: 69f996b947f34ce924dcd130. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Nah et al. PSNR: 29.08. Result ID: 69f996b947f34ce924dcd12f. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### DeblurGAN PSNR: 28.7. Result ID: 69f996b947f34ce924dcd12e. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Xu et al. PSNR: 21. Result ID: 69f996b947f34ce924dcd12d. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.