Flare7K: A Phenomenological Nighttime Flare Removal Dataset

Benchmark Model Rank Results
flare-removal-on-flare7kUformer#2PSNR: 26.98SSIM: 0.890LPIPS: 0.047
flare-removal-on-flare7kHINet#3PSNR: 26.74SSIM: 0.882LPIPS: 0.048
flare-removal-on-flare7kRestormer#4PSNR: 26.28SSIM: 0.883LPIPS: 0.054
flare-removal-on-flare7kMPRNet#5PSNR: 26.14SSIM: 0.878LPIPS: 0.050
flare-removal-on-flare7kU-Net#6PSNR: 26.11SSIM: 0.879LPIPS: 0.055
flare-removal-on-flare7kWu#7PSNR: 24.61SSIM: 0.871LPIPS: 0.060
flare-removal-on-flare7kZhang#8PSNR: 21.02SSIM: 0.784LPIPS: 0.174
flare-removal-on-flare7kSharma#9PSNR: 20.49SSIM: 0.826LPIPS: 0.112