| High-Resolution Frame Interpolation with Patch-based Cascaded Diffusion | | 32.92 | 0.931 | | | HiFI | 2024-10-15 |
| Deep Bayesian Video Frame Interpolation | ✓ Link | 32.89 | 0.939 | | | DBVI | 2022-10-23 |
| VFIMamba: Video Frame Interpolation with State Space Models | ✓ Link | 32.15 | 0.9246 | | | VFIMamba | 2024-07-02 |
| Neighbor Correspondence Matching for Flow-based Video Frame Synthesis | | 31.63 | 0.9185 | | | NCM-Base | 2022-07-14 |
| Extracting Motion and Appearance via Inter-Frame Attention for Efficient Video Frame Interpolation | ✓ Link | 31.46 | | | | EMA-VFI | 2023-03-01 |
| BiFormer: Learning Bilateral Motion Estimation via Bilateral Transformer for 4K Video Frame Interpolation | ✓ Link | 31.32 | 0.9212 | | | BiFormer | 2023-04-05 |
| Many-to-many Splatting for Efficient Video Frame Interpolation | ✓ Link | 30.81 | 0.912 | | 200 (Titan X) | M2M-PWC | 2022-04-07 |
| A Unified Pyramid Recurrent Network for Video Frame Interpolation | ✓ Link | 30.68 | 0.9086 | | | UPR-Net large | 2022-11-07 |
| Enhanced Correlation Matching based Video Frame Interpolation | | 30.51 | 0.8719 | | | ECMNet | 2021-11-17 |
| Efficient Feature Extraction for High-resolution Video Frame Interpolation | ✓ Link | 30.45 | - | | | fLDR-Net | 2022-11-25 |
| Asymmetric Bilateral Motion Estimation for Video Frame Interpolation | ✓ Link | 30.16 | 0.8793 | | | ABME | 2021-08-15 |
| XVFI: eXtreme Video Frame Interpolation | ✓ Link | 30.12 | 0.870 | 2.15 | | XVFI-Net (S_{tst}=5) | 2021-03-30 |
| Enhanced Bi-directional Motion Estimation for Video Frame Interpolation | ✓ Link | 29.46 | 0.902 | | | EBME-H* | 2022-06-17 |
| XVFI: eXtreme Video Frame Interpolation | ✓ Link | 28.86 | 0.858 | 2.67 | | XVFI-Net (S_{tst}=3) | 2021-03-30 |
| Depth-Aware Video Frame Interpolation | ✓ Link | 27.52 | 0.821 | 3.47 | | DAIN_f | 2019-04-01 |
| Depth-Aware Video Frame Interpolation | ✓ Link | 26.78 | 0.807 | 3.83 | | DAIN | 2019-04-01 |
| AdaCoF: Adaptive Collaboration of Flows for Video Frame Interpolation | ✓ Link | 25.81 | 0.772 | 6.42 | | AdaCoF_f | 2019-07-24 |
| FeatureFlow: Robust Video Interpolation via Structure-to-Texture Generation | ✓ Link | 25.16 | 0.783 | 6.54 | | FeFlow_f | 2020-06-01 |
| FeatureFlow: Robust Video Interpolation via Structure-to-Texture Generation | ✓ Link | 24.00 | 0.756 | 6.59 | | FeFlow | 2020-06-01 |
| AdaCoF: Adaptive Collaboration of Flows for Video Frame Interpolation | ✓ Link | 23.90 | 0.727 | 6.89 | | AdaCoF | 2019-07-24 |