Grounded Text-to-Image Generation on COCO 2014 (val)
3.2FIDParti
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Partievaluation_mode=Fine-tuned2023.01 | 3.2 | — | — | — | |
| LAFITE2evaluation_mode=Fine-tuned2023.01 | 4.28 | — | — | — | |
| Re-Imagenevaluation_mode=Fine-tuned2023.01 | 5.25 | — | — | — | |
| GLIGEN (COCO2014D)evaluation_mode=Fine-tuned, Grounding Instructions=Detection Data2023.01 | 5.61 | 0.24 | 0.422 | 0.241 | |
| GLIGEN (COCO2014CD)evaluation_mode=Fine-tuned, Grounding Instructions=Detection + Caption Data2023.01 | 5.82 | 0.217 | 0.39 | 0.217 | |
| LDM*evaluation_mode=Fine-tuned2023.01 | 5.91 | 0.006 | 0.02 | 0.003 | |
| GLIGEN (COCO2014G)evaluation_mode=Fine-tuned, Grounding Instructions=Grounding Data (GLIP-generated)2023.01 | 6.38 | 0.112 | 0.212 | 0.107 | |
| Re-Imagenevaluation_mode=Zero-shot2023.01 | 6.88 | — | — | — | |
| Partievaluation_mode=Zero-shot2023.01 | 7.23 | — | — | — | |
| Imagenevaluation_mode=Zero-shot2023.01 | 7.27 | — | — | — | |
| Make-a-Sceneevaluation_mode=Fine-tuned2023.01 | 7.55 | — | — | — | |
| LAFITEevaluation_mode=Fine-tuned2023.01 | 8.12 | — | — | — | |
| LAFITE2evaluation_mode=Zero-shot2023.01 | 8.42 | — | — | — | |
| XMC-GANevaluation_mode=Fine-tuned2023.01 | 9.33 | — | — | — | |
| DALL-E 2evaluation_mode=Zero-shot2023.01 | 10.39 | — | — | — | |
| Fridoevaluation_mode=Fine-tuned2023.01 | 11.24 | — | — | — | |
| LDM*evaluation_mode=Zero-shot2023.01 | 11.73 | — | — | — | |
| Make-a-Sceneevaluation_mode=Zero-shot2023.01 | 11.84 | — | — | — | |
| LDMevaluation_mode=Zero-shot2023.01 | 12.63 | — | — | — | |
| NUWAevaluation_mode=Fine-tuned2023.01 | 12.9 | — | — | — | |
| KNN-Diffusionevaluation_mode=Zero-shot2023.01 | 16.66 | — | — | — | |
| Obj-GANevaluation_mode=Fine-tuned2023.01 | 20.75 | — | — | — | |
| DF-GANevaluation_mode=Fine-tuned2023.01 | 21.42 | — | — | — | |
| LAFITEevaluation_mode=Zero-shot2023.01 | 26.94 | — | — | — | |
| CogViewevaluation_mode=Zero-shot2023.01 | 27.1 | — | — | — | |
| AttnGANevaluation_mode=Fine-tuned2023.01 | 35.49 | — | — | — |