Image Generation on MJHQ 256x256 (dev)
54.48FIDWanda
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| WandaSparsity=20%, Params (B)=9.542026.07 | 54.48 | 25.61 | 0.259 | 0.681 | 259.97 | 0.74 | 0.786 | |
| DiT-PruningSparsity=20%, Params (B)=9.532026.07 | 54.54 | 26.37 | 0.259 | 0.689 | 260.67 | 0.74 | 0.836 | |
| DiT-PruningSparsity=40%, Params (B)=7.172026.07 | 54.83 | 23.64 | 0.259 | 0.647 | 255.83 | 0.71 | 0.663 | |
| DenseSparsity=0%, Params (B)=11.92026.07 | 54.94 | 26.11 | 0.26 | 0.686 | 259.18 | 0.75 | — | |
| DiT-PruningSparsity=50%, Params (B)=5.982026.07 | 56.78 | 23.51 | 0.257 | 0.517 | 256.29 | 0.69 | 0.567 | |
| MagnitudeSparsity=20%, Params (B)=9.532026.07 | 57.05 | 24.32 | 0.257 | 0.607 | 262.01 | 0.73 | 0.692 | |
| WandaSparsity=40%, Params (B)=7.172026.07 | 57.28 | 23.83 | 0.257 | 0.582 | 256.94 | 0.69 | 0.584 | |
| WandaSparsity=50%, Params (B)=5.982026.07 | 62.43 | 19 | 0.256 | 0.281 | 255.13 | 0.58 | 0.477 | |
| MagnitudeSparsity=40%, Params (B)=7.162026.07 | 64.56 | 20 | 0.246 | 0.251 | 267.4 | 0.63 | 0.499 | |
| MagnitudeSparsity=50%, Params (B)=5.972026.07 | 74.38 | 16.3 | 0.235 | -0.384 | 273.47 | 0.49 | 0.422 |