ML Research Wiki / Benchmarks / Video Inpainting / DAVIS

DAVIS

Video Inpainting Benchmark

Performance Over Time

📊 Showing 11 results | 📏 Metric: PSNR

Top Performing Models

Rank Model Paper PSNR Date Code
1 FGT++* Exploiting Optical Flow Guidance for Transformer-Based Video Inpainting 35.90 2023-01-24 📦 hitachinsk/fgt 📦 hitachinsk/isvi
2 FGT++ Exploiting Optical Flow Guidance for Transformer-Based Video Inpainting 35.61 2023-01-24 📦 hitachinsk/fgt 📦 hitachinsk/isvi
3 DMT Deficiency-Aware Masked Transformer for Video Inpainting 33.82 2023-07-17 📦 yeates/dmt
4 E2FGVI Towards An End-to-End Framework for Flow-Guided Video Inpainting 33.01 2022-04-06 📦 MCG-NKU/E2FGVI 📦 Dragoniss/minspore-phase2-E2FGVI
5 FuseFormer FuseFormer: Fusing Fine-Grained Information in Transformers for Video Inpainting 32.54 2021-09-07 📦 ruiliu-ai/fuseformer
6 FGVC Flow-edge Guided Video Completion 30.80 2020-09-03 📦 vt-vl-lab/FGVC
7 STTN Learning Joint Spatial-Temporal Transformations for Video Inpainting 30.67 2020-07-20 📦 researchmm/STTN 📦 Feynman1999/MgeEditing
8 CAP Copy-and-Paste Networks for Deep Video Inpainting 30.28 2019-08-30 📦 shleecs/Copy-and-Paste-Networks-for-Deep-Video-Inpainting
9 VINet Deep Video Inpainting 28.96 2019-05-05 📦 mcahny/Deep-Video-Inpainting 📦 89viper/Python-Deep_Video_Inpainting
10 DFVI Deep Flow-Guided Video Inpainting 28.81 2019-05-08 📦 nbei/Deep-Flow-Guided-Video-Inpainting 📦 Lubsey1/inpainting_colab

All Papers (11)

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