Extracting Motion and Appearance via Inter-Frame Attention for Efficient Video Frame Interpolation

Benchmark Model Rank Results
video-frame-interpolation-on-msu-video-frameEMA-VFI#4PSNR: 29.89SSIM: 0.953VMAF: 71.71LPIPS: 0.022MS-SSIM: 0.965
video-frame-interpolation-on-snu-film-easyEMA-VFI#7PSNR: 39.98SSIM: 0.9910
video-frame-interpolation-on-snu-film-extremeEMA-VFI#4PSNR: 25.69SSIM: 0.8661
video-frame-interpolation-on-snu-film-hardEMA-VFI#4PSNR: 30.94SSIM: 0.9392
video-frame-interpolation-on-snu-film-mediumEMA-VFI#6PSNR: 36.09SSIM: 0.9801
video-frame-interpolation-on-ucf101-1EMA-VFI#1PSNR: 35.48SSIM: 0.9701
video-frame-interpolation-on-vimeo90kEMA-VFI#1PSNR: 36.64SSIM: 0.9819
video-frame-interpolation-on-x4k1000fpsEMA-VFI#3PSNR: 31.46
video-frame-interpolation-on-x4k1000fps-2kEMA-VFI#2PSNR: 32.85
video-frame-interpolation-on-xiph-2kEMA-VFI#2PSNR: 36.90SSIM: 0.945
video-frame-interpolation-on-xiph-4k-1EMA-VFI#1PSNR: 34.67SSIM: 0.907