Text-to-Image Generation on MJHQ 512x512 (dev)
48.64FIDDense
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| DenseSparsity=0%, Params (B)=11.9, Resolution=512x5122026.07 | 48.64 | 29.56 | 0.272 | 0.899 | 266.47 | 0.78 | — | |
| WandaSparsity=20%, Params (B)=9.54, Resolution=512x5122026.07 | 48.82 | 26.98 | 0.272 | 0.921 | 265.42 | 0.77 | 0.801 | |
| DiT-PruningSparsity=20%, Params (B)=9.53, Resolution=512x5122026.07 | 48.93 | 28.75 | 0.273 | 0.913 | 265.72 | 0.78 | 0.847 | |
| DiT-PruningSparsity=40%, Params (B)=7.17, Resolution=512x5122026.07 | 49.56 | 27.07 | 0.272 | 0.899 | 265.03 | 0.77 | 0.692 | |
| MagnitudeSparsity=20%, Params (B)=9.53, Resolution=512x5122026.07 | 50.76 | 26.74 | 0.271 | 0.867 | 270.15 | 0.76 | 0.731 | |
| WandaSparsity=40%, Params (B)=7.17, Resolution=512x5122026.07 | 51.98 | 23.66 | 0.271 | 0.895 | 267.4 | 0.75 | 0.624 | |
| DiT-PruningSparsity=50%, Params (B)=5.98, Resolution=512x5122026.07 | 52.42 | 24.1 | 0.271 | 0.828 | 264.81 | 0.76 | 0.603 | |
| MagnitudeSparsity=40%, Params (B)=7.16, Resolution=512x5122026.07 | 57.36 | 22.32 | 0.262 | 0.635 | 269.75 | 0.71 | 0.561 | |
| WandaSparsity=50%, Params (B)=5.98, Resolution=512x5122026.07 | 61.44 | 18.73 | 0.265 | 0.684 | 270.97 | 0.62 | 0.504 | |
| MagnitudeSparsity=50%, Params (B)=5.97, Resolution=512x5122026.07 | 66.03 | 19.77 | 0.249 | 0.133 | 269.02 | 0.57 | 0.493 |