ML Research Wiki / Benchmarks / Video Inpainting / YouTube-VOS 2018

YouTube-VOS 2018

Video Inpainting Benchmark

Performance Over Time

📊 Showing 10 results | 📏 Metric: PSNR

Top Performing Models

Rank Model Paper PSNR Date Code
1 ProPainter ProPainter: Improving Propagation and Transformer for Video Inpainting 34.43 2023-09-07 📦 sczhou/propainter 📦 osmr/propainter 📦 osmr/pytorchcv
2 DMT Deficiency-Aware Masked Transformer for Video Inpainting 34.27 2023-07-17 📦 yeates/dmt
3 E2FGVI Towards An End-to-End Framework for Flow-Guided Video Inpainting 33.71 2022-04-06 📦 MCG-NKU/E2FGVI 📦 Dragoniss/minspore-phase2-E2FGVI
4 FuseFormer FuseFormer: Fusing Fine-Grained Information in Transformers for Video Inpainting 33.29 2021-09-07 📦 ruiliu-ai/fuseformer
5 STTN Learning Joint Spatial-Temporal Transformations for Video Inpainting 32.34 2020-07-20 📦 researchmm/STTN 📦 Feynman1999/MgeEditing
6 CAP Copy-and-Paste Networks for Deep Video Inpainting 31.58 2019-08-30 📦 shleecs/Copy-and-Paste-Networks-for-Deep-Video-Inpainting
7 LGTSM Learnable Gated Temporal Shift Module for Deep Video Inpainting 29.74 2019-07-02 📦 amjltc295/Free-Form-Video-Inpainting 📦 shesay-noway/Free-Form-Video-Inpainting
8 FGVC Flow-edge Guided Video Completion 29.67 2020-09-03 📦 vt-vl-lab/FGVC
9 VINet Deep Video Inpainting 29.20 2019-05-05 📦 mcahny/Deep-Video-Inpainting 📦 89viper/Python-Deep_Video_Inpainting
10 DFVI Deep Flow-Guided Video Inpainting 29.16 2019-05-08 📦 nbei/Deep-Flow-Guided-Video-Inpainting 📦 Lubsey1/inpainting_colab

All Papers (10)

sczhou/propainter osmr/propainter osmr/pytorchcv
yeates/dmt
MCG-NKU/E2FGVI Dragoniss/minspore-phase2-E2FGVI
ruiliu-ai/fuseformer
researchmm/STTN Feynman1999/MgeEditing
shleecs/Copy-and-Paste-Networks-for-Deep-Video-Inpainting
amjltc295/Free-Form-Video-Inpainting shesay-noway/Free-Form-Video-Inpainting
vt-vl-lab/FGVC
mcahny/Deep-Video-Inpainting 89viper/Python-Deep_Video_Inpainting
nbei/Deep-Flow-Guided-Video-Inpainting Lubsey1/inpainting_colab