Image Generation on ImageNet 256x256 (KD, FD, FLS Metrics)
0.06KD (All)DiT-XL-2
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| DiT-XL-2Train Setup=Centralized2023.10 | 0.06 | 79.36 | 70.32 | 92.2 | 0.87 | |
| LDMTrain Setup=Centralized2023.10 | 0.09 | 112.4 | 103.73 | 87.92 | 0.91 | |
| ADMTrain Setup=Centralized2023.10 | 0.19 | 203.45 | 195.01 | 77.41 | 0.99 | |
| StyleGAN-XLTrain Setup=Centralized2023.10 | 0.22 | 214.88 | 207.09 | 75.16 | 1.02 | |
| GigaGANTrain Setup=Centralized2023.10 | 0.24 | 228.37 | 219.27 | 74.61 | 1.04 | |
| Config-ATrain Setup=Distributed2023.10 | 0.25 | 226.81 | 218.41 | 73.11 | 1.05 | |
| Config-BTrain Setup=Distributed2023.10 | 0.3 | 246.19 | 237.73 | 70.81 | 1.1 | |
| Config-CTrain Setup=Distributed2023.10 | 0.36 | 276.19 | 267.78 | 68.81 | 1.16 | |
| BigGANTrain Setup=Centralized2023.10 | 0.52 | 401.22 | 393.13 | 66.48 | 1.33 |