ML Research Wiki / Benchmarks / Sketch-to-Image Translation / COCO-Stuff

COCO-Stuff

Sketch-to-Image Translation Benchmark

Performance Over Time

📊 Showing 3 results | 📏 Metric: FID

Top Performing Models

Rank Model Paper FID Date Code
1 PITI Pretraining is All You Need for Image-to-Image Translation 18.50 2022-05-25 📦 PITI-Synthesis/PITI 📦 rinnakk/japanese-stable-diffusion
2 Pix2PixHD High-Resolution Image Synthesis and Semantic Manipulation with Conditional GANs 38.70 2017-11-30 📦 NVIDIA/pix2pixHD 📦 mingyuliutw/UNIT 📦 moabarar/nemar
3 SPADE Semantic Image Synthesis with Spatially-Adaptive Normalization 89.20 2019-03-18 📦 NVlabs/SPADE 📦 shaoanlu/fewshot-face-translation-GAN 📦 mindslab-ai/hififace

All Papers (3)