| ST-MFNet: A Spatio-Temporal Multi-Flow Network for Frame Interpolation | ✓ Link | 37.111 | | ST-MFNet | 2021-11-30 |
| Deep Bayesian Video Frame Interpolation | ✓ Link | 36.95 | 0.985 | DBVI | 2022-10-23 |
| VFIMamba: Video Frame Interpolation with State Space Models | ✓ Link | 36.40 | 0.9805 | VFIMamba | 2024-07-02 |
| Following Motion for Sequential Modeling in Video Frame Interpolation | | 36.38 | 0.9804 | MGMVFI | 2026-08-24 |
| Aligning Anything: Hierarchical Motion Estimation for Video Frame Interpolation | | 36.33 | 0.9802 | Aligning Anything (AMT-G) | 2026-09-08 |
| A Unified Pyramid Recurrent Network for Video Frame Interpolation | ✓ Link | 36.29 | 0.9801 | UPR-Net LARGE | 2022-11-07 |
| Video Frame Interpolation with Densely Queried Bilateral Correlation | ✓ Link | 36.25 | 0.9799 | DQBC | 2023-04-26 |
| IQ-VFI: Implicit Quadratic Motion Estimation for Video Frame Interpolation | | 36.24 | 0.98 | IQ-VFI (Ours) | 2024-06-17 |
| MASS: Motion-Aligned Selective Scan for Flow-Based Video Frame Interpolation | | 36.23 | 0.9802 | MASS | 2026-09-08 |
| LC-Mamba: Local and Continuous Mamba with Shifted Windows for Frame Interpolation | ✓ Link | 36.17 | 0.9802 | LC-Mamba (Ours-P) | 2025-06-11 |
| IFRNet: Intermediate Feature Refine Network for Efficient Frame Interpolation | ✓ Link | 36.12 | 0.9797 | IFRNet-large (extra data) | 2022-05-29 |
| AMT: All-Pairs Multi-Field Transforms for Efficient Frame Interpolation | ✓ Link | 36.12 | 0.981 | AMT-G (extra data) | 2023-04-19 |
| Video Frame Interpolation with Transformer | ✓ Link | 36.09 | 0.9799 | VFIformer (extra data) | 2022-05-15 |
| Extracting Motion and Appearance via Inter-Frame Attention for Efficient Video Frame Interpolation | ✓ Link | 36.09 | 0.9801 | EMA-VFI | 2023-03-01 |
| AMT: All-Pairs Multi-Field Transforms for Efficient Frame Interpolation | ✓ Link | 36.09 | 0.981 | AMT-L (extra data) | 2023-04-19 |
| Enhanced Bi-directional Motion Estimation for Video Frame Interpolation | ✓ Link | 36.07 | 0.980 | EBME-H* | 2022-06-17 |
| Learning Cross-Video Neural Representations for High-Quality Frame Interpolation | ✓ Link | 35.94 | 0.9797 | CURE | 2022-02-28 |
| IFRNet: Intermediate Feature Refine Network for Efficient Frame Interpolation | ✓ Link | 35.94 | 0.9793 | IFRNet (extra data) | 2022-05-29 |
| IFRNet: Intermediate Feature Refine Network for Efficient Frame Interpolation | ✓ Link | 35.92 | 0.9792 | IFRNet-small (extra data) | 2022-05-29 |
| Disentangled Motion Modeling for Video Frame Interpolation | ✓ Link | 35.45 | 0.9769 | MoMo (extra data) | 2024-06-25 |
| TLB-VFI: Temporal-Aware Latent Brownian Bridge Diffusion for Video Frame Interpolation | ✓ Link | 35.308 | 0.977 | TLB-VFI | 2025-07-07 |
| Frame Interpolation with Consecutive Brownian Bridge Diffusion | ✓ Link | 34.886 | 0.974 | Consec.BB (extra data) | 2024-05-09 |