| MASS: Motion-Aligned Selective Scan for Flow-Based Video Frame Interpolation | | 26.04 | 0.8681 | MASS | 2026-09-08 |
| Deep Bayesian Video Frame Interpolation | ✓ Link | 25.90 | 0.876 | DBVI | 2022-10-23 |
| Following Motion for Sequential Modeling in Video Frame Interpolation | | 25.86 | 0.8732 | MGMVFI | 2026-08-24 |
| ST-MFNet: A Spatio-Temporal Multi-Flow Network for Frame Interpolation | ✓ Link | 25.81 | | ST-MFNet | 2021-11-30 |
| VFIMamba: Video Frame Interpolation with State Space Models | ✓ Link | 25.79 | 0.8682 | VFIMamba | 2024-07-02 |
| Extracting Motion and Appearance via Inter-Frame Attention for Efficient Video Frame Interpolation | ✓ Link | 25.69 | 0.8661 | EMA-VFI | 2023-03-01 |
| A Unified Pyramid Recurrent Network for Video Frame Interpolation | ✓ Link | 25.63 | 0.8641 | UPR-Net LARGE | 2022-11-07 |
| Video Frame Interpolation with Densely Queried Bilateral Correlation | ✓ Link | 25.61 | 0.8648 | DQBC | 2023-04-26 |
| Aligning Anything: Hierarchical Motion Estimation for Video Frame Interpolation | | 25.61 | 0.8647 | Aligning Anything (AMT-G) | 2026-09-08 |
| LC-Mamba: Local and Continuous Mamba with Shifted Windows for Frame Interpolation | ✓ Link | 25.48 | 0.8645 | LC-Mamba (Ours-P) | 2025-06-11 |
| IQ-VFI: Implicit Quadratic Motion Estimation for Video Frame Interpolation | | 25.45 | 0.863 | IQ-VFI (Ours) | 2024-06-17 |
| Learning Cross-Video Neural Representations for High-Quality Frame Interpolation | ✓ Link | 25.44 | 0.8638 | CURE | 2022-02-28 |
| Video Frame Interpolation with Transformer | ✓ Link | 25.43 | 0.8643 | VFIformer (extra data) | 2022-05-15 |
| Enhanced Bi-directional Motion Estimation for Video Frame Interpolation | ✓ Link | 25.40 | 0.863 | EBME-H* | 2022-06-17 |
| AMT: All-Pairs Multi-Field Transforms for Efficient Frame Interpolation | ✓ Link | 25.30 | 0.865 | AMT-S (extra data) | 2023-04-19 |
| IFRNet: Intermediate Feature Refine Network for Efficient Frame Interpolation | ✓ Link | 25.27 | 0.8609 | IFRNet-large (extra data) | 2022-05-29 |
| IFRNet: Intermediate Feature Refine Network for Efficient Frame Interpolation | ✓ Link | 25.05 | 0.8587 | IFRNet (extra data) | 2022-05-29 |
| IFRNet: Intermediate Feature Refine Network for Efficient Frame Interpolation | ✓ Link | 25.05 | 0.8582 | IFRNet-small (extra data) | 2022-05-29 |
| Disentangled Motion Modeling for Video Frame Interpolation | ✓ Link | 25.02 | 0.8547 | MoMo (extra data) | 2024-06-25 |
| SPEED: One-Step Pixel Diffusion for High-quality Video Frame Interpolation | ✓ Link | 24.9772 | 0.8534 | SPEED (extra data) | 2026-07-17 |
| EDEN: Enhanced Diffusion for High-quality Large-motion Video Frame Interpolation | ✓ Link | 24.9688 | 0.8536 | EDEN (extra data) | 2025-03-20 |
| TLB-VFI: Temporal-Aware Latent Brownian Bridge Diffusion for Video Frame Interpolation | ✓ Link | 24.513 | 0.847 | TLB-VFI | 2025-07-07 |
| Frame Interpolation with Consecutive Brownian Bridge Diffusion | ✓ Link | 24.376 | 0.848 | Consec.BB (extra data) | 2024-05-09 |