IFRNet: Intermediate Feature Refine Network for Efficient Frame Interpolation

Benchmark Model Rank Results
video-frame-interpolation-on-middleburyIFRNet#1Interpolation Error: 4.216
video-frame-interpolation-on-snu-film-mediumIFRNet-large (extra data)#7PSNR: 36.12SSIM: 0.9797
video-frame-interpolation-on-snu-film-mediumIFRNet (extra data)#14PSNR: 35.94SSIM: 0.9793
video-frame-interpolation-on-snu-film-mediumIFRNet-small (extra data)#15PSNR: 35.92SSIM: 0.9792
video-frame-interpolation-on-ucf101IFRNet#7PSNR: 35.42SSIM: 0.9698
video-frame-interpolation-on-snu-film-easyIFRNet-large (extra data)#9PSNR: 40.1SSIM: 0.9906
video-frame-interpolation-on-snu-film-easyIFRNet (extra data)#10PSNR: 40.03SSIM: 0.9905
video-frame-interpolation-on-snu-film-easyIFRNet-small (extra data)#12PSNR: 39.96SSIM: 0.9905
video-frame-interpolation-on-vimeo90kIFRNet#9PSNR: 36.20SSIM: 0.9808Speed (ms/f): 16 (Tesla V100)
video-frame-interpolation-on-msu-video-frame-interpolationIFRNet_large#11PSNR: 28.04SSIM: 0.921VMAF: 66.98LPIPS: 0.037MS-SSIM: 0.943
video-frame-interpolation-on-msu-video-frame-interpolationIFRNet_base#15PSNR: 27.67SSIM: 0.909VMAF: 64.16LPIPS: 0.048MS-SSIM: 0.932
video-frame-interpolation-on-msu-video-frame-interpolationIFRNet_small#16PSNR: 27.45SSIM: 0.908VMAF: 63.43LPIPS: 0.049MS-SSIM: 0.931
video-frame-interpolation-on-snu-film-extremeIFRNet-large (extra data)#12PSNR: 25.27SSIM: 0.8609
video-frame-interpolation-on-snu-film-extremeIFRNet (extra data)#13PSNR: 25.05SSIM: 0.8587
video-frame-interpolation-on-snu-film-extremeIFRNet-small (extra data)#14PSNR: 25.05SSIM: 0.8582
video-frame-interpolation-on-snu-film-hardIFRNet-large (extra data)#13PSNR: 30.63SSIM: 0.9368
video-frame-interpolation-on-snu-film-hardIFRNet (extra data)#14PSNR: 30.41SSIM: 0.9358
video-frame-interpolation-on-snu-film-hardIFRNet-small (extra data)#15PSNR: 30.36SSIM: 0.9357