Text-to-Image Generation on CC-3M (val)
6.36FIDAdaGen-Muse
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| AdaGen-MuseParams=512M, Steps=16, TFLOPs=5.42026.03 | 6.36 | — | |
| AdaGen-MuseParams=512M, Steps=8, TFLOPs=2.82026.03 | 6.66 | — | |
| MuseParams=500M, Steps=16, TFLOPs=5.42026.03 | 7.01 | — | |
| MuseParams=500M, Steps=8, TFLOPs=2.82026.03 | 7.67 | — | |
| Contextual RQ-TransformerParams=654M2022.06 | 9.65 | 0.26 | |
| Draft-and-reviseParams=654M, Steps=722026.03 | 9.65 | — | |
| Contextual RQ-TransformerParams=366M2022.06 | 10.44 | 0.26 | |
| RQ-TransformerParams=654M2022.06 | 12.33 | 0.26 | |
| LDM-4Params=645M2022.06 | 17.01 | 0.24 | |
| LDM-4Params=645M, Steps=502026.03 | 17.01 | — | |
| ImageBARTParams=2.8B2022.06 | 22.61 | 0.23 | |
| ImageBARTParams=2.8B, Steps=256, TFLOPs=7.42026.03 | 22.61 | — | |
| VQ-GANParams=600M2022.06 | 28.86 | 0.2 | |
| VQGANParams=600M, Steps=256, TFLOPs=12.62026.03 | 28.86 | — |