Metric: VMAF (higher is better)
| # | Model↕ | VMAF▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | MFDIN (L) | 97.3 | No | Multi-frame Joint Enhancement for Early Interlac... | 2021-09-29 | - |
| 2 | FLAD | 96.89 | No | - | - | - |
| 3 | DfRes (SA) | 95.96 | No | Multi-Field De-interlacing using Deformable Conv... | 2022-09-21 | - |
| 4 | DfRes (122000 G2e 3) | 95.68 | No | Multi-Field De-interlacing using Deformable Conv... | 2022-09-21 | - |
| 5 | DfRes | 95.2 | No | Multi-Field De-interlacing using Deformable Conv... | 2022-09-21 | - |
| 6 | SwinDI | 95.17 | No | - | - | - |
| 7 | EDVR (woTSA) | 94.43 | No | - | - | - |
| 8 | MFDIN | 94.38 | No | Multi-frame Joint Enhancement for Early Interlac... | 2021-09-29 | - |
| 9 | ST-Deint | 94.36 | No | Spatial-Temporal Correlation and Topology Learni... | 2021-04-15 | - |
| 10 | MSU Deinterlacer | 94.32 | No | - | - | - |
| 11 | EDVR | 94.01 | No | - | - | - |
| 12 | Bob-Weave Deinterlacer | 93.53 | No | - | - | - |
| 13 | Real-time Deep Video Deinterlacing | 93.28 | No | Real-time Deep Video Deinterlacing | 2017-08-01 | Code |
| 14 | VapourSynth TDeintMod | 93.28 | No | - | - | - |
| 15 | DUF | 93.2 | No | - | - | - |
| 16 | NNEDI | 93.15 | No | - | - | - |
| 17 | VapourSynth EEDI3 | 92.52 | No | - | - | - |
| 18 | Weston 3-Field Deinterlacer | 92.16 | No | - | - | - |
| 19 | TDAN | 91.97 | No | - | - | - |
| 20 | Kernel Deinterlacer (optimal parameters) | 90.62 | No | - | - | - |
| 21 | Kernel Deinterlacer | 90.19 | No | - | - | - |
| 22 | YADIF | 90.13 | No | - | - | - |
| 23 | Sony Vegas Interpolate Field | 90.04 | No | - | - | - |
| 24 | Bob | 90.04 | No | - | - | - |
| 25 | Motion and Area Pixel Deinterlacer | 88.96 | No | - | - | - |
| 26 | Muksun Deinterlacer | 86.92 | No | - | - | - |
| 27 | ASVZZZ Deinterlacer | 86.92 | No | - | - | - |
| 28 | PAL Interpolation | 83.05 | No | - | - | - |
| 29 | Motion Compensation Deinterlacer | 64.36 | No | - | - | - |
| 30 | Adobe Premiere Pro Built-In | 57.61 | No | - | - | - |
| 31 | Sony Vegas Blend Field | 49.49 | No | - | - | - |