| Exploring Motion Ambiguity and Alignment for High-Quality Video Frame Interpolation | | 36.76 | 0.9800 | | | MA-CSPA | 2022-03-19 |
| Extracting Motion and Appearance via Inter-Frame Attention for Efficient Video Frame Interpolation | ✓ Link | 36.64 | 0.9819 | | | EMA-VFI | 2023-03-01 |
| VFIMamba: Video Frame Interpolation with State Space Models | ✓ Link | 36.64 | 0.9819 | | | VFIMamba (extra data) | 2024-07-02 |
| Aligning Anything: Hierarchical Motion Estimation for Video Frame Interpolation | | 36.62 | 0.982 | 0.0168 | | Aligning Anything (AMT-G) | 2026-09-08 |
| IQ-VFI: Implicit Quadratic Motion Estimation for Video Frame Interpolation | | 36.6 | 0.982 | | | IQ-VFI (Ours) | 2024-06-17 |
| Video Frame Interpolation with Densely Queried Bilateral Correlation | ✓ Link | 36.57 | 0.9817 | | | DQBC | 2023-04-26 |
| AMT: All-Pairs Multi-Field Transforms for Efficient Frame Interpolation | ✓ Link | 36.53 | 0.982 | | | AMT-G | 2023-04-19 |
| LC-Mamba: Local and Continuous Mamba with Shifted Windows for Frame Interpolation | ✓ Link | 36.53 | 0.9816 | | | LC-Mamba (Ours-P) | 2025-06-11 |
| MASS: Motion-Aligned Selective Scan for Flow-Based Video Frame Interpolation | | 36.53 | 0.9816 | | | MASS | 2026-09-08 |
| Video Frame Interpolation with Transformer | ✓ Link | 36.5 | 0.9816 | | | VFIformer | 2022-05-15 |
| A Unified Pyramid Recurrent Network for Video Frame Interpolation | ✓ Link | 36.42 | 0.9815 | | | UPR-Net LARGE | 2022-11-07 |
| AMT: All-Pairs Multi-Field Transforms for Efficient Frame Interpolation | ✓ Link | 36.35 | 0.982 | | | AMT-L | 2023-04-19 |
| FLAVR: Flow-Agnostic Video Representations for Fast Frame Interpolation | | 36.25 | 0.975 | | | FLAVR | 2020-12-15 |
| IFRNet: Intermediate Feature Refine Network for Efficient Frame Interpolation | ✓ Link | 36.20 | 0.9808 | | 16 (Tesla V100) | IFRNet | 2022-05-29 |
| RIFE: Real-Time Intermediate Flow Estimation for Video Frame Interpolation | ✓ Link | 36.19 | 0.981 | | | RIFE-Large | 2020-11-12 |
| Enhanced Bi-directional Motion Estimation for Video Frame Interpolation | ✓ Link | 36.19 | 0.981 | | | EBME-H* | 2022-06-17 |
| Asymmetric Bilateral Motion Estimation for Video Frame Interpolation | ✓ Link | 36.18 | 0.9805 | | | ABME | 2021-08-15 |
| Softmax Splatting for Video Frame Interpolation | ✓ Link | 36.10 | 0.970 | | | SoftSplat | 2020-03-11 |
| FILM: Frame Interpolation for Large Motion | ✓ Link | 36.06 | 0.97 | | | FILM | 2022-02-10 |
| AMT: All-Pairs Multi-Field Transforms for Efficient Frame Interpolation | ✓ Link | 35.97 | 0.983 | | | AMT-S | 2023-04-19 |
| Neighbor Correspondence Matching for Flow-based Video Frame Synthesis | | 35.88 | 0.9795 | | | NCM-Base | 2022-07-14 |
| Learning Cross-Video Neural Representations for High-Quality Frame Interpolation | ✓ Link | 35.73 | 0.9789 | | | CURE | 2022-02-28 |
| RIFE: Real-Time Intermediate Flow Estimation for Video Frame Interpolation | ✓ Link | 35.61 | 0.978 | | | RIFE | 2020-11-12 |
| RIFE: Real-Time Intermediate Flow Estimation for Video Frame Interpolation | ✓ Link | 35.46 | 0.978 | | | RIFE m | 2020-11-12 |
| Many-to-many Splatting for Efficient Video Frame Interpolation | ✓ Link | 35.4 | 0.978 | | 32 (Titan X) | M2M-PWC | 2022-04-07 |
| Video Frame Interpolation via Residue Refinement | ✓ Link | 35.22 | 0.9643 | | | RRIN | 2020-05-04 |
| CDFI: Compression-Driven Network Design for Frame Interpolation | ✓ Link | 35.17 | | 0.010 | | CDFI | 2021-03-18 |
| XVFI: eXtreme Video Frame Interpolation | ✓ Link | 35.07 | 0.9760 | | | XVFI | 2021-03-30 |
| BMBC: Bilateral Motion Estimation with Bilateral Cost Volume for Video Interpolation | ✓ Link | 35.01 | 0.9764 | | | BMBC | 2020-07-17 |
| Enhanced Correlation Matching based Video Frame Interpolation | | 34.95 | 0.9749 | | | ECMNet | 2021-11-17 |
| Disentangled Motion Modeling for Video Frame Interpolation | ✓ Link | 34.94 | 0.9756 | 0.0136 | | MoMo | 2024-06-25 |
| Depth-Aware Video Frame Interpolation | ✓ Link | 34.71 | 0.9756 | | | DAIN | 2019-04-01 |
| Depth-Aware Video Frame Interpolation | ✓ Link | 34.71 | | | | DAIN | 2019-04-01 |
| | 34.65 | | | | FRUCnet | |
| MEMC-Net: Motion Estimation and Motion Compensation Driven Neural Network for Video Interpolation and Enhancement | ✓ Link | 34.40 | | | | MEMC-Net* | 2018-10-20 |
| Video Frame Interpolation via Adaptive Separable Convolution | ✓ Link | 33.80 | | | | SepConv-L1 | 2017-08-05 |
| Video Enhancement with Task-Oriented Flow | ✓ Link | 33.73 | | | | ToFlow | 2017-11-24 |
| Hierarchical Flow Diffusion for Efficient Frame Interpolation | | | | 0.012 | | Hierarchical Flow Diffusion | 2025-04-01 |
| Perception-Oriented Video Frame Interpolation via Asymmetric Blending | ✓ Link | | | 0.018 | | PerVFI | 2024-04-10 |