Class-conditional Image Generation on ImageNet 256x256 1.0 (train test)
2.38FIDDSMoE-3B-E16
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| DSMoE-3B-E16Activated Parameters=965M, Total Parameters=2.958B, CFG=1.52025.12 | 2.38 | 304.93 | |
| DSMoE-L-E48Activated Parameters=436M, Total Parameters=1.112B, CFG=1.52025.12 | 2.55 | 278.35 | |
| DSMoE-L-E16Activated Parameters=465M, Total Parameters=1.304B, CFG=1.52025.12 | 2.59 | 272.55 | |
| DiffMoE-L-E16Activated Parameters=458M, Total Parameters=1.982B, CFG=1.52025.12 | 2.84 | 256.57 | |
| DSMoE-B-E48Activated Parameters=118M, Total Parameters=263M, CFG=1.52025.12 | 4.27 | 191.03 | |
| DSMoE-B-E16Activated Parameters=132M, Total Parameters=368M, CFG=1.52025.12 | 4.5 | 186.79 | |
| DiffMoE-B-E16Activated Parameters=130M, Total Parameters=555M, CFG=1.52025.12 | 4.87 | 183.43 | |
| DSMoE-3B-E16Activated Parameters=965M, Total Parameters=2.958B, CFG=1.02025.12 | 7.52 | 135.29 | |
| DSMoE-L-E48Activated Parameters=436M, Total Parameters=1.112B, CFG=1.02025.12 | 9.19 | 118.52 | |
| DSMoE-L-E16Activated Parameters=465M, Total Parameters=1.304B, CFG=1.02025.12 | 9.8 | 115.45 | |
| DiffMoE-L-E16Activated Parameters=458M, Total Parameters=1.982B, CFG=1.02025.12 | 11.16 | 107.74 | |
| DSMoE-S-E16Activated Parameters=33M, Total Parameters=92M, CFG=1.52025.12 | 14.53 | 97.55 | |
| DSMoE-S-E48Activated Parameters=30M, Total Parameters=66M, CFG=1.52025.12 | 14.81 | 96.51 | |
| DiffMoE-S-E16Activated Parameters=32M, Total Parameters=139M, CFG=1.52025.12 | 15.47 | 94.04 | |
| DSMoE-B-E48Activated Parameters=118M, Total Parameters=263M, CFG=1.02025.12 | 19.46 | 72.69 | |
| DSMoE-B-E16Activated Parameters=132M, Total Parameters=368M, CFG=1.02025.12 | 20.33 | 71.42 | |
| DiffMoE-B-E16Activated Parameters=130M, Total Parameters=555M, CFG=1.02025.12 | 20.83 | 70.26 | |
| DSMoE-S-E16Activated Parameters=33M, Total Parameters=92M, CFG=1.02025.12 | 39.84 | 38.63 | |
| DSMoE-S-E48Activated Parameters=30M, Total Parameters=66M, CFG=1.02025.12 | 40.2 | 38.09 | |
| DiffMoE-S-E16Activated Parameters=32M, Total Parameters=139M, CFG=1.02025.12 | 41.02 | 37.53 |