ML Research Wiki / Benchmarks / Image Super-Resolution / CelebA

CelebA

Image Super-Resolution Benchmark

Performance Over Time

📊 Showing 5 results | 📏 Metric: FID

Top Performing Models

Rank Model Paper FID Date Code
1 DDNM Zero-Shot Image Restoration Using Denoising Diffusion Null-Space Model 22.27 2022-12-01 📦 wyhuai/ddnm 📦 xypeng9903/k-diffusion-inverse-problems 📦 ipc-lab/deepjscc-diffusion 📦 andreamazzitelli/ProjectNN
2 ILVR Zero-Shot Image Restoration Using Denoising Diffusion Null-Space Model 29.82 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 31.04 2022-12-01 📦 wyhuai/ddnm 📦 xypeng9903/k-diffusion-inverse-problems 📦 ipc-lab/deepjscc-diffusion 📦 andreamazzitelli/ProjectNN
4 PULSE Zero-Shot Image Restoration Using Denoising Diffusion Null-Space Model 40.33 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 103.30 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
wyhuai/ddnm xypeng9903/k-diffusion-inverse-problems