Image Generation on MJHQ class-conditional 1024x1024
2,085Throughput (Training)DC-AE-f64
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| DC-AE-f64Diffusion Model=DiT-S, Patch Size=1, NFE=250, Batch size=2562024.10 | 2,085 | 50.26 | 230 | 3.1 | 61.3 | 53.38 | |
| DC-AE-f32Diffusion Model=DiT-S, Patch Size=1, NFE=250, Batch size=2562024.10 | 475 | 11.15 | 634 | 10.7 | 34.35 | 27.2 | |
| DC-AE-f32Diffusion Model=DiT-S, Patch Size=1, NFE=250, Batch size=10242024.10 | 475 | 11.15 | 634 | 10.7 | 28.36 | 21.89 | |
| SD-VAE-f8Diffusion Model=DiT-S, Patch Size=4, NFE=250, Batch size=2562024.10 | 470 | 11.13 | 632 | 10.7 | 60.94 | 51.29 | |
| SDXL-VAE-f8Diffusion Model=DiT-S, Patch Size=2, NFE=250, Batch size=2562024.10 | 84 | 1.67 | 3,530 | 41.2 | 49 | 39.21 | |
| Asym-VAE-f8Diffusion Model=DiT-S, Patch Size=2, NFE=250, Batch size=2562024.10 | 84 | 1.67 | 3,530 | 41.2 | 48.3 | 38.35 | |
| SD-VAE-f8Diffusion Model=DiT-S, Patch Size=2, NFE=250, Batch size=2562024.10 | 84 | 1.67 | 3,530 | 41.2 | 48.05 | 38.19 | |
| SD3-VAE-f8Diffusion Model=DiT-S, Patch Size=2, NFE=250, Batch size=2562024.10 | 83 | 1.63 | 3,554 | 41.4 | 109.43 | 103.02 | |
| Flux-VAE-f8Diffusion Model=DiT-S, Patch Size=2, NFE=250, Batch size=2562024.10 | 83 | 1.63 | 3,554 | 41.4 | 143.16 | 139.06 |