Video Inpainting on DAVIS (PSNR, SSIM, Ewarp, LPIPS)
32.97PSNRIIVI
Evaluation results
| Method | Links | ||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| IIVI2023.04 | 32.97 | — | — | — | 31.87 | 36.02 | 34.36 | 27.63 | 35.11 | 32.61 | 33.69 | 31.26 | 31.44 | 35.7 | |
| Our_ComNetSemi-supervised=false2022.08 | 32.807 | 0.9401 | 0.1503 | 0.3681 | — | — | — | — | — | — | — | — | — | — | |
| OPNSemi-supervised=false2022.08 | 32.281 | 0.9302 | 0.1661 | 0.3876 | — | — | — | — | — | — | — | — | — | — | |
| OursSemi-supervised=true2022.08 | 32.097 | 0.9263 | 0.1534 | 0.3852 | — | — | — | — | — | — | — | — | — | — | |
| HNeRV2023.04 | 32.03 | — | — | — | 31.27 | 34.24 | 33.95 | 27.94 | 32.21 | 30.88 | 33.07 | 30.82 | 31.21 | 34.7 | |
| E2FGVISemi-supervised=false2022.08 | 31.941 | 0.9188 | 0.1579 | 0.6344 | — | — | — | — | — | — | — | — | — | — | |
| NeRV2023.04 | 31.14 | — | — | — | 30.94 | 33.43 | 32.07 | 27.82 | 31.99 | 29.09 | 31.63 | 30.08 | 30.45 | 33.85 | |
| DFVISemi-supervised=false2022.08 | 30.448 | 0.8961 | 0.164 | 0.6857 | — | — | — | — | — | — | — | — | — | — | |
| CPVINetSemi-supervised=false2022.08 | 30.234 | 0.8997 | 0.1892 | 0.656 | — | — | — | — | — | — | — | — | — | — | |
| FuseFormerSemi-supervised=false2022.08 | 29.627 | 0.8852 | 0.1767 | 0.6706 | — | — | — | — | — | — | — | — | — | — | |
| VINetSemi-supervised=false2022.08 | 29.149 | 0.8965 | 0.1846 | 0.7262 | — | — | — | — | — | — | — | — | — | — | |
| FGVCSemi-supervised=false2022.08 | 28.936 | 0.8852 | 0.2122 | 0.9598 | — | — | — | — | — | — | — | — | — | — | |
| STTNSemi-supervised=false2022.08 | 28.891 | 0.8719 | 0.1844 | 0.8683 | — | — | — | — | — | — | — | — | — | — | |
| TCCDSSemi-supervised=false2022.08 | 28.146 | 0.8826 | 0.2409 | 1.0079 | — | — | — | — | — | — | — | — | — | — | |
| HMMN+E2FGVISemi-supervised=true2022.08 | 22.696 | 0.8635 | 0.2429 | 0.7313 | — | — | — | — | — | — | — | — | — | — | |
| D-NeRVshared model=true2023.03 | 21.3 | — | — | — | 23.53 | 22.27 | 19.5 | 21.85 | 22.89 | 18.9 | 21.06 | 22.27 | 19.08 | 22.01 | |
| RANet+OPNSemi-supervised=true2022.08 | 20.609 | 0.8094 | 0.3251 | 0.7315 | — | — | — | — | — | — | — | — | — | — | |
| GMN+STTNSemi-supervised=true2022.08 | 20.394 | 0.8204 | 0.2647 | 0.8071 | — | — | — | — | — | — | — | — | — | — | |
| Inputbaseline=mask video and ground truth2023.04 | 19.96 | — | — | — | 23.14 | 20.24 | 19.99 | 21.36 | 17.3 | 20.47 | 18.92 | 19.37 | 20.45 | 18.39 | |
| STM+FuseFormerSemi-supervised=true2022.08 | 19.917 | 0.8906 | 0.2569 | 0.8119 | — | — | — | — | — | — | — | — | — | — | |
| NeRVshared model=true2023.03 | 19.88 | — | — | — | 20.45 | 21.86 | 19.96 | 19.69 | 20.15 | 18.23 | 20.83 | 18.75 | 18.92 | 22.2 | |
| NeRVshared model=false2023.03 | 18.99 | — | — | — | 19 | 21.1 | 18.26 | 18.5 | 18.59 | 16.78 | 19.66 | 18.25 | 17.97 | 21.79 |