ML Research Wiki / Benchmarks / Image Inpainting / ImageNet

ImageNet

Image Inpainting Benchmark

Performance Over Time

📊 Showing 5 results | 📏 Metric: FID

Top Performing Models

Rank Model Paper FID Date Code
1 WavePaint WavePaint: Resource-efficient Token-mixer for Self-supervised Inpainting 3.21 2023-07-01 📦 pranavphoenix/WavePaint
2 DDNM Zero-Shot Image Restoration Using Denoising Diffusion Null-Space Model 3.89 2022-12-01 📦 wyhuai/ddnm 📦 xypeng9903/k-diffusion-inverse-problems 📦 ipc-lab/deepjscc-diffusion 📦 andreamazzitelli/ProjectNN
3 DDRM Zero-Shot Image Restoration Using Denoising Diffusion Null-Space Model 4.82 2022-12-01 📦 wyhuai/ddnm 📦 xypeng9903/k-diffusion-inverse-problems 📦 ipc-lab/deepjscc-diffusion 📦 andreamazzitelli/ProjectNN
4 RePaint Zero-Shot Image Restoration Using Denoising Diffusion Null-Space Model 12.31 2022-12-01 📦 wyhuai/ddnm 📦 xypeng9903/k-diffusion-inverse-problems 📦 ipc-lab/deepjscc-diffusion 📦 andreamazzitelli/ProjectNN
5 A+y Zero-Shot Image Restoration Using Denoising Diffusion Null-Space Model 72.71 2022-12-01 📦 wyhuai/ddnm 📦 xypeng9903/k-diffusion-inverse-problems 📦 ipc-lab/deepjscc-diffusion 📦 andreamazzitelli/ProjectNN

All Papers (5)

pranavphoenix/WavePaint
wyhuai/ddnm xypeng9903/k-diffusion-inverse-problems
wyhuai/ddnm xypeng9903/k-diffusion-inverse-problems
wyhuai/ddnm xypeng9903/k-diffusion-inverse-problems
wyhuai/ddnm xypeng9903/k-diffusion-inverse-problems