| ST-MFNet: A Spatio-Temporal Multi-Flow Network for Frame Interpolation | ✓ Link | 40.775 | | ST-MFNet | 2021-11-30 |
| VFIMamba: Video Frame Interpolation with State Space Models | ✓ Link | 40.51 | 0.9912 | VFIMamba | 2024-07-02 |
| Deep Bayesian Video Frame Interpolation | ✓ Link | 40.46 | 0.991 | DBVI | 2022-10-23 |
| Following Motion for Sequential Modeling in Video Frame Interpolation | | 40.45 | 0.991 | MGMVFI | 2026-08-24 |
| A Unified Pyramid Recurrent Network for Video Frame Interpolation | ✓ Link | 40.44 | 0.9911 | UPR-Net LARGE | 2022-11-07 |
| Video Frame Interpolation with Densely Queried Bilateral Correlation | ✓ Link | 40.31 | 0.9909 | DQBC | 2023-04-26 |
| Aligning Anything: Hierarchical Motion Estimation for Video Frame Interpolation | | 40.3 | 0.9909 | Aligning Anything (AMT-G) | 2026-09-08 |
| Enhanced Bi-directional Motion Estimation for Video Frame Interpolation | ✓ Link | 40.28 | 0.9910 | EBME-H* | 2022-06-17 |
| IQ-VFI: Implicit Quadratic Motion Estimation for Video Frame Interpolation | | 40.24 | 0.991 | IQ-VFI (Ours) | 2024-06-17 |
| MASS: Motion-Aligned Selective Scan for Flow-Based Video Frame Interpolation | | 40.17 | 0.9909 | MASS | 2026-09-08 |
| LC-Mamba: Local and Continuous Mamba with Shifted Windows for Frame Interpolation | ✓ Link | 40.16 | 0.9909 | LC-Mamba (Ours-P) | 2025-06-11 |
| Video Frame Interpolation with Transformer | ✓ Link | 40.13 | 0.9907 | VFIformer (extra data) | 2022-05-15 |
| IFRNet: Intermediate Feature Refine Network for Efficient Frame Interpolation | ✓ Link | 40.1 | 0.9906 | IFRNet-large (extra data) | 2022-05-29 |
| IFRNet: Intermediate Feature Refine Network for Efficient Frame Interpolation | ✓ Link | 40.03 | 0.9905 | IFRNet (extra data) | 2022-05-29 |
| Extracting Motion and Appearance via Inter-Frame Attention for Efficient Video Frame Interpolation | ✓ Link | 39.98 | 0.9910 | EMA-VFI | 2023-03-01 |
| IFRNet: Intermediate Feature Refine Network for Efficient Frame Interpolation | ✓ Link | 39.96 | 0.9905 | IFRNet-small (extra data) | 2022-05-29 |
| AMT: All-Pairs Multi-Field Transforms for Efficient Frame Interpolation | ✓ Link | 39.95 | 0.991 | AMT-L (extra data) | 2023-04-19 |
| Learning Cross-Video Neural Representations for High-Quality Frame Interpolation | ✓ Link | 39.9 | 0.9910 | CURE | 2022-02-28 |
| AMT: All-Pairs Multi-Field Transforms for Efficient Frame Interpolation | ✓ Link | 39.88 | 0.991 | AMT-G (extra data) | 2023-04-19 |
| Disentangled Motion Modeling for Video Frame Interpolation | ✓ Link | 39.64 | 0.9895 | MoMo (extra data) | 2024-06-25 |
| Frame Interpolation with Consecutive Brownian Bridge Diffusion | ✓ Link | 39.637 | 0.99 | Consec.BB (extra data) | 2024-05-09 |
| TLB-VFI: Temporal-Aware Latent Brownian Bridge Diffusion for Video Frame Interpolation | ✓ Link | 39.46 | 0.99 | TLB-VFI | 2025-07-07 |