Text-to-Image Synthesis on MS-COCO
74.97SOA-COriginal Images
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Original Images2019.10 | 74.97 | 80.84 | 78.77 | 71.18 | 55 | |
| OPv2 + BBL + MOobject pathway used at test time=true, Bounding Box Loss (BBL)=true, Many Objects (MO) training=true2019.10 | 34.51 | 48.9 | 49.7 | 19.32 | 21.7 | |
| OPv2object pathway used at test time=true2019.10 | 33.82 | 48.39 | 48.34 | 19.31 | 20.7 | |
| OPv2 + MOobject pathway used at test time=true, Many Objects (MO) training=true2019.10 | 33.46 | 47.93 | 47.84 | 19.07 | 21.4 | |
| DM-GAN2019.10 | 33.44 | 48.03 | 47.73 | 19.15 | — | |
| OPv2 + BBLobject pathway used at test time=true, Bounding Box Loss (BBL)=true2019.10 | 33.19 | 48.24 | 47.96 | 18.43 | 21 | |
| Obj-GAN2019.10 | 27.14 | 41.24 | 39.88 | 14.4 | 51.3 | |
| OPv2object pathway used at test time=false2019.10 | 26.04 | 37.56 | 36.53 | 15.55 | — | |
| AttnGAN2019.10 | 25.88 | 39.01 | 37.47 | 14.29 | — | |
| AttnGAN + OP2019.10 | 25.46 | 40.48 | 39.77 | 11.15 | 23.6 | |
| OPv2 + BBLobject pathway used at test time=false, Bounding Box Loss (BBL)=true2019.10 | 24 | 34.01 | 32.96 | 15.04 | — | |
| OPv2 + MOobject pathway used at test time=false, Many Objects (MO) training=true2019.10 | 21.15 | 30.24 | 28.15 | 14.15 | — | |
| OPv2 + BBL + MOobject pathway used at test time=false, Bounding Box Loss (BBL)=true, Many Objects (MO) training=true2019.10 | 16.55 | 22.76 | 22.19 | 10.91 | — |