Personalized Text-to-Image Generation on PartiPrompts
9.77FIDFull Precision
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Full PrecisionCheckpoint Model=Stable Diffusion-v1-5, Bit-width (W/A)=32/32, BOPs (T)=8932026.03 | 9.77 | 0.336 | |
| TAQCheckpoint Model=Stable Diffusion-v1-5, Bit-width (W/A)=8/8, BOPs (T)=562026.03 | 10.49 | 0.327 | |
| DGQCheckpoint Model=Stable Diffusion-v1-5, Bit-width (W/A)=8/8, BOPs (T)=562026.03 | 13.26 | 0.317 | |
| Full PrecisionCheckpoint Model=Stable Diffusion-XL Turbo, Bit-width (W/A)=32/32, BOPs (T)=69302026.03 | 13.62 | 0.312 | |
| TAQCheckpoint Model=Stable Diffusion-XL Turbo, Bit-width (W/A)=8/8, BOPs (T)=4332026.03 | 21.37 | 0.294 | |
| TFMQ-DMCheckpoint Model=Stable Diffusion-v1-5, Bit-width (W/A)=8/8, BOPs (T)=562026.03 | 21.66 | 0.299 | |
| Q-DiffusionCheckpoint Model=Stable Diffusion-v1-5, Bit-width (W/A)=8/8, BOPs (T)=562026.03 | 23.44 | 0.267 | |
| DGQCheckpoint Model=Stable Diffusion-XL Turbo, Bit-width (W/A)=8/8, BOPs (T)=4332026.03 | 30.28 | 0.258 | |
| TAQCheckpoint Model=Stable Diffusion-XL Turbo, Bit-width (W/A)=8/4, BOPs (T)=2162026.03 | 30.46 | 0.227 | |
| TAQCheckpoint Model=Stable Diffusion-v1-5, Bit-width (W/A)=8/4, BOPs (T)=282026.03 | 36.91 | 0.265 | |
| DGQCheckpoint Model=Stable Diffusion-XL Turbo, Bit-width (W/A)=8/4, BOPs (T)=2162026.03 | 47.58 | 0.223 | |
| DGQCheckpoint Model=Stable Diffusion-v1-5, Bit-width (W/A)=8/4, BOPs (T)=282026.03 | 55.13 | 0.244 | |
| TFMQ-DMCheckpoint Model=Stable Diffusion-XL Turbo, Bit-width (W/A)=8/8, BOPs (T)=4332026.03 | 72.81 | 0.164 | |
| Q-DiffusionCheckpoint Model=Stable Diffusion-XL Turbo, Bit-width (W/A)=8/8, BOPs (T)=4332026.03 | 102.54 | 0.094 | |
| TFMQ-DMCheckpoint Model=Stable Diffusion-XL Turbo, Bit-width (W/A)=8/4, BOPs (T)=2162026.03 | 107.91 | 0.138 | |
| Q-DiffusionCheckpoint Model=Stable Diffusion-XL Turbo, Bit-width (W/A)=8/4, BOPs (T)=2162026.03 | 147.42 | 0.043 | |
| TFMQ-DMCheckpoint Model=Stable Diffusion-v1-5, Bit-width (W/A)=8/4, BOPs (T)=282026.03 | 173.51 | 0.141 | |
| Q-DiffusionCheckpoint Model=Stable Diffusion-v1-5, Bit-width (W/A)=8/4, BOPs (T)=282026.03 | 218.93 | 0.084 |