Text-to-Image Generation on MS-COCO 30K prompts (val)
3.22FIDParti
Evaluation Results
| Method | Links | |
|---|---|---|
| PartiParams=20B, Zero-shot=false2022.09 | 3.22 | |
| Re-ImagenParams=3.6B, Retriever (y)=BM25, Database (B)=IND (In-Domain), k=2, Zero-shot=false2022.09 | 5.25 | |
| Re-Imagen-smallParams=2.4B, Retriever (y)=BM25, Database (B)=IND (In-Domain), k=2, Zero-shot=false2022.09 | 5.73 | |
| Re-ImagenParams=3.6B, Retriever (y)=BM25, Database (B)=OOD (Out-of-Domain/LAION), k=2, Zero-shot=true2022.09 | 6.88 | |
| PartiParams=20B, Zero-shot=true2022.09 | 7.23 | |
| ImagenParams=3B, Zero-shot=true2022.09 | 7.27 | |
| Re-Imagen-smallParams=2.4B, Retriever (y)=BM25, Database (B)=OOD (Out-of-Domain/LAION), k=2, Zero-shot=true2022.09 | 7.32 | |
| Make-A-SceneParams=4B, Zero-shot=false, Fine-tuned=true2022.09 | 7.55 | |
| DALL-E 2Params=~5B, Zero-shot=true2022.09 | 10.39 | |
| Make-A-SceneParams=4B, Zero-shot=true2022.09 | 11.84 | |
| GLIDEParams=5B, Zero-shot=true2022.09 | 12.24 | |
| Stable-DiffusionParams=1B, Zero-shot=true2022.09 | 12.63 | |
| KNN-DiffusionZero-shot=true2022.09 | 16.66 | |
| Memory-Driven Text-to-ImageZero-shot=true2022.09 | 19.47 |