Layout-to-Image Generation on COCO 2017 (val)
21.04FIDGLIGEN-LDM
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| GLIGEN-LDM2023.01 | 21.04 | 22.4 | 36.5 | 24.1 | |
| GLIGEN-LDM2023.01 | 21.04 | 22.4 | 36.5 | 24.1 | |
| GLIGEN-LDMPre-training Data=GoldG, O365, SBU, CC3M, Evaluation Protocol=finetuned2023.01 | 21.58 | 30.8 | 42.3 | 35.3 | |
| TwFA2023.01 | 22.15 | — | 28.2 | 20.12 | |
| TwFA2023.01 | 22.15 | — | 28.2 | 20.12 | |
| GLIGEN-LDMPre-training Data=GoldG, O365, SBU, CC3M, Evaluation Protocol=zero-shot2023.01 | 27.03 | 19.1 | 30.5 | 20.8 | |
| LAMA2023.01 | 31.12 | 13.4 | 19.7 | 14.9 | |
| LAMA2023.01 | 31.12 | 13.4 | 19.7 | 14.9 | |
| HCSS2023.01 | 33.68 | — | — | — | |
| HCSS2023.01 | 33.68 | — | — | — | |
| OCGAN2023.01 | 41.65 | — | — | — | |
| OCGAN2023.01 | 41.65 | — | — | — | |
| LostGAN-V22023.01 | 42.55 | 9.1 | 15.3 | 9.8 | |
| LostGAN-V22023.01 | 42.55 | 9.1 | 15.3 | 9.8 |