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ResearchFormerly WizWand

Text-to-Image Generation on MS-COCO 30K prompts (val)

3.22FIDParti
2.576.957511.34515.7325Sep 29, 2022
Updated 8mo ago

Evaluation results

MethodLinks
PartiParams=20B, Zero-shot=false2022.093.22
Re-ImagenParams=3.6B, Retriever (y)=BM25, Database (B)=IND (In-Domain), k=2, Zero-shot=false2022.095.25
Re-Imagen-smallParams=2.4B, Retriever (y)=BM25, Database (B)=IND (In-Domain), k=2, Zero-shot=false2022.095.73
Re-ImagenParams=3.6B, Retriever (y)=BM25, Database (B)=OOD (Out-of-Domain/LAION), k=2, Zero-shot=true2022.096.88
PartiParams=20B, Zero-shot=true2022.097.23
ImagenParams=3B, Zero-shot=true2022.097.27
Re-Imagen-smallParams=2.4B, Retriever (y)=BM25, Database (B)=OOD (Out-of-Domain/LAION), k=2, Zero-shot=true2022.097.32
Make-A-SceneParams=4B, Zero-shot=false, Fine-tuned=true2022.097.55
DALL-E 2Params=~5B, Zero-shot=true2022.0910.39
Make-A-SceneParams=4B, Zero-shot=true2022.0911.84
GLIDEParams=5B, Zero-shot=true2022.0912.24
Stable-DiffusionParams=1B, Zero-shot=true2022.0912.63
KNN-DiffusionZero-shot=true2022.0916.66
Memory-Driven Text-to-ImageZero-shot=true2022.0919.47