ML Research Wiki / Benchmarks / Video Frame Interpolation / Middlebury

Middlebury

Video Frame Interpolation Benchmark

Performance Over Time

📊 Showing 10 results | 📏 Metric: Interpolation Error

Top Performing Models

Rank Model Paper Interpolation Error Date Code
1 MA-CSPA Exploring Motion Ambiguity and Alignment for High-Quality Video Frame Interpolation 38.83 2022-03-19 -
2 FILM FILM: Frame Interpolation for Large Motion 37.52 2022-02-10 📦 google-research/frame-interpolation 📦 dajes/frame-interpolation-pytorch
3 CDFI CDFI: Compression-Driven Network Design for Frame Interpolation 37.14 2021-03-18 📦 tding1/CDFI
4 SepConv-L1 Video Frame Interpolation via Adaptive Separable Convolution 5.61 2017-08-05 📦 sniklaus/sepconv-slomo 📦 martkartasev/sepconv 📦 HyeongminLEE/pytorch-sepconv
5 ToFlow Video Enhancement with Task-Oriented Flow 5.49 2017-11-24 📦 anchen1011/toflow 📦 laomao0/BIN 📦 Coldog2333/pytoflow 📦 jcao216/DAIN_Modified
6 MEMC-NET MEMC-Net: Motion Estimation and Motion Compensation Driven Neural Network for Video Interpolation and Enhancement 5.24 2018-10-20 📦 baowenbo/MEMC-Net
7 DAIN Depth-Aware Video Frame Interpolation 4.86 2019-04-01 📦 baowenbo/DAIN 📦 BurguerJohn/Dain-App 📦 nihui/dain-ncnn-vulkan 📦 MohamedAliRashad/Crystal 📦 jcao216/DAIN_Modified
8 BMBC BMBC:Bilateral Motion Estimation with Bilateral Cost Volume for Video Interpolation 4.48 2020-07-17 📦 JunHeum/BMBC
9 SoftSplat Softmax Splatting for Video Frame Interpolation 4.22 2020-03-11 📦 sniklaus/softmax-splatting 📦 hperrot/splatting
10 IFRNet IFRNet: Intermediate Feature Refine Network for Efficient Frame Interpolation 4.22 2022-05-29 📦 ltkong218/ifrnet 📦 pilot7747/sldl

All Papers (10)

google-research/frame-interpolation dajes/frame-interpolation-pytorch
tding1/CDFI
sniklaus/sepconv-slomo martkartasev/sepconv
anchen1011/toflow laomao0/BIN
baowenbo/MEMC-Net
baowenbo/DAIN BurguerJohn/Dain-App
JunHeum/BMBC
sniklaus/softmax-splatting hperrot/splatting
ltkong218/ifrnet pilot7747/sldl