ML Research Wiki / Benchmarks / Image Inpainting / CelebA

CelebA

Image Inpainting Benchmark

Performance Over Time

📊 Showing 5 results | 📏 Metric: FID

Top Performing Models

Rank Model Paper FID Date Code
1 ConPreDiff Improving Diffusion-Based Image Synthesis with Context Prediction 0.02 2024-01-04 -
2 DDNM Zero-Shot Image Restoration Using Denoising Diffusion Null-Space Model 4.54 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 12.53 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 14.19 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 181.56 2022-12-01 📦 wyhuai/ddnm 📦 xypeng9903/k-diffusion-inverse-problems 📦 ipc-lab/deepjscc-diffusion 📦 andreamazzitelli/ProjectNN

All Papers (5)

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