ML Research Wiki / Benchmarks / Image-to-Image Translation / IXI

IXI

Image-to-Image Translation Benchmark

Performance Over Time

📊 Showing 7 results | 📏 Metric: PSNR

Top Performing Models

Rank Model Paper PSNR Date Code
1 SynDiff Unsupervised Medical Image Translation with Adversarial Diffusion Models 30.42 2022-07-17 📦 icon-lab/syndiff 📦 axondeepseg/AxonDeepSynth
2 ResViT ResViT: Residual vision transformers for multi-modal medical image synthesis 0.00 2021-06-30 📦 icon-lab/ResViT 📦 CV-Reimplementation/ResViT-Reimplementation
3 pGAN ResViT: Residual vision transformers for multi-modal medical image synthesis 0.00 2021-06-30 📦 icon-lab/ResViT 📦 CV-Reimplementation/ResViT-Reimplementation
4 SAGAN ResViT: Residual vision transformers for multi-modal medical image synthesis 0.00 2021-06-30 📦 icon-lab/ResViT 📦 CV-Reimplementation/ResViT-Reimplementation
5 pix2pix ResViT: Residual vision transformers for multi-modal medical image synthesis 0.00 2021-06-30 📦 icon-lab/ResViT 📦 CV-Reimplementation/ResViT-Reimplementation
6 TransUNet ResViT: Residual vision transformers for multi-modal medical image synthesis 0.00 2021-06-30 📦 icon-lab/ResViT 📦 CV-Reimplementation/ResViT-Reimplementation
7 A-UNet ResViT: Residual vision transformers for multi-modal medical image synthesis 0.00 2021-06-30 📦 icon-lab/ResViT 📦 CV-Reimplementation/ResViT-Reimplementation

All Papers (7)

icon-lab/syndiff axondeepseg/AxonDeepSynth
icon-lab/ResViT CV-Reimplementation/ResViT-Reimplementation
icon-lab/ResViT CV-Reimplementation/ResViT-Reimplementation
icon-lab/ResViT CV-Reimplementation/ResViT-Reimplementation
icon-lab/ResViT CV-Reimplementation/ResViT-Reimplementation
icon-lab/ResViT CV-Reimplementation/ResViT-Reimplementation
icon-lab/ResViT CV-Reimplementation/ResViT-Reimplementation