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

ImageNet

Image Super-Resolution Benchmark

Performance Over Time

📊 Showing 6 results | 📏 Metric: FID

Top Performing Models

Rank Model Paper FID Date Code
1 DAVI 📚 Diffusion Prior-Based Amortized Variational Inference for Noisy Inverse Problems 36.27 2024-07-23 📦 mlvlab/davi 📦 kdhRick2222/Exposure-slot
2 DDNM Zero-Shot Image Restoration Using Denoising Diffusion Null-Space Model 39.26 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 43.15 2022-12-01 📦 wyhuai/ddnm 📦 xypeng9903/k-diffusion-inverse-problems 📦 ipc-lab/deepjscc-diffusion 📦 andreamazzitelli/ProjectNN
4 ILVR Zero-Shot Image Restoration Using Denoising Diffusion Null-Space Model 43.66 2022-12-01 📦 wyhuai/ddnm 📦 xypeng9903/k-diffusion-inverse-problems 📦 ipc-lab/deepjscc-diffusion 📦 andreamazzitelli/ProjectNN
5 DGP Zero-Shot Image Restoration Using Denoising Diffusion Null-Space Model 64.34 2022-12-01 📦 wyhuai/ddnm 📦 xypeng9903/k-diffusion-inverse-problems 📦 ipc-lab/deepjscc-diffusion 📦 andreamazzitelli/ProjectNN
6 A+y Zero-Shot Image Restoration Using Denoising Diffusion Null-Space Model 134.40 2022-12-01 📦 wyhuai/ddnm 📦 xypeng9903/k-diffusion-inverse-problems 📦 ipc-lab/deepjscc-diffusion 📦 andreamazzitelli/ProjectNN

All Papers (6)

mlvlab/davi kdhRick2222/Exposure-slot
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