| RIFE: Real-Time Intermediate Flow Estimation for Video Frame Interpolation | ✓ Link | 1.99 | 27.15 | 0.914 | 66.33 | 0.039 | 0.939 | 27.3 | RIFE | 2020-11-12 |
| XVFI: eXtreme Video Frame Interpolation | ✓ Link | 1.38 | 27.35 | 0.913 | 63.47 | 0.061 | 0.933 | 5.4 | XVFI (S_{tst}=3) | 2021-03-30 |
| Super SloMo: High Quality Estimation of Multiple Intermediate Frames for Video Interpolation | ✓ Link | 1.11 | 26.69 | 0.904 | 61.35 | 0.068 | 0.924 | 3.1 | Super-SloMo | 2017-11-30 |
| Extracting Motion and Appearance via Inter-Frame Attention for Efficient Video Frame Interpolation | ✓ Link | | 29.89 | 0.953 | 71.71 | 0.022 | 0.965 | | EMA-VFI | 2023-03-01 |
| A Unified Pyramid Recurrent Network for Video Frame Interpolation | ✓ Link | | 29.73 | 0.951 | 71.34 | 0.025 | 0.962 | | UPR-Net LARGE | 2022-11-07 |
| Video Frame Interpolation with Densely Queried Bilateral Correlation | ✓ Link | | 29.45 | 0.949 | 72.12 | 0.021 | 0.961 | | DQBC | 2023-04-26 |
| Enhanced Bi-directional Motion Estimation for Video Frame Interpolation | ✓ Link | | 28.77 | 0.931 | 68.20 | 0.024 | 0.958 | | EBME-H | 2022-06-17 |
| Enhanced Bi-directional Motion Estimation for Video Frame Interpolation | ✓ Link | | 28.56 | 0.928 | 69.37 | 0.028 | 0.957 | | EBME | 2022-06-17 |
| Video Frame Interpolation with Transformer | ✓ Link | | 28.34 | 0.917 | 68.87 | 0.044 | 0.942 | | VFIformer | 2022-05-15 |
| FILM: Frame Interpolation for Large Motion | ✓ Link | | 28.11 | 0.928 | 68.68 | 0.033 | 0.948 | | FILM | 2022-02-10 |
| IFRNet: Intermediate Feature Refine Network for Efficient Frame Interpolation | ✓ Link | | 28.04 | 0.921 | 66.98 | 0.037 | 0.943 | | IFRNet_large | 2022-05-29 |
| Learning Cross-Video Neural Representations for High-Quality Frame Interpolation | ✓ Link | | 28.01 | 0.920 | 67.07 | 0.029 | 0.946 | | CURE | 2022-02-28 |
| Asymmetric Bilateral Motion Estimation for Video Frame Interpolation | ✓ Link | | 27.99 | 0.919 | 68.10 | 0.039 | 0.945 | | ABME | 2021-08-15 |
| XVFI: eXtreme Video Frame Interpolation | ✓ Link | | 27.86 | 0.921 | 67.25 | 0.049 | 0.955 | | XVFI (S_{tst}=5) | 2021-03-30 |
| IFRNet: Intermediate Feature Refine Network for Efficient Frame Interpolation | ✓ Link | | 27.67 | 0.909 | 64.16 | 0.048 | 0.932 | | IFRNet_base | 2022-05-29 |
| IFRNet: Intermediate Feature Refine Network for Efficient Frame Interpolation | ✓ Link | | 27.45 | 0.908 | 63.43 | 0.049 | 0.931 | | IFRNet_small | 2022-05-29 |
| CDFI: Compression-Driven Network Design for Frame Interpolation | ✓ Link | | 26.99 | 0.908 | 61.72 | 0.051 | 0.926 | | CDFI | 2021-03-18 |
| Video Frame Interpolation via Adaptive Separable Convolution | ✓ Link | | 26.36 | | | | | | SepConv-L1 | 2017-08-05 |
| Video Frame Interpolation via Residue Refinement | ✓ Link | | 25.76 | 0.893 | 59.82 | 0.072 | 0.902 | | RRIN | 2020-05-04 |
| AdaCoF: Adaptive Collaboration of Flows for Video Frame Interpolation | ✓ Link | | 24.99 | 0.903 | 60.19 | 0.058 | 0.913 | | AdaCoF_f | 2019-07-24 |
| FeatureFlow: Robust Video Interpolation via Structure-to-Texture Generation | ✓ Link | | 24.48 | 0.902 | 60.70 | 0.060 | 0.911 | | FeFlow_f | 2020-06-01 |
| BMBC: Bilateral Motion Estimation with Bilateral Cost Volume for Video Interpolation | ✓ Link | | 23.34 | 0.885 | 59.27 | 0.071 | 0.898 | | BMBC | |
| FeatureFlow: Robust Video Interpolation via Structure-to-Texture Generation | ✓ Link | | 23.28 | 0.889 | 58.11 | 0.070 | 0.894 | | FeFlow | 2020-06-01 |
| AdaCoF: Adaptive Collaboration of Flows for Video Frame Interpolation | ✓ Link | | 23.17 | 0.891 | 58.29 | 0.692 | 0.883 | | AdaCoF | 2019-07-24 |