Image Generation on CIFAR-10 (Precision/Recall/Density/Coverage Metrics)
2.25FIDDLSM
Evaluation results
| Method | Links | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| DLSM2022.03 | 2.25 | 9.9 | 65 | 62 | 0.96 | 81 | 58 | 56 | 61 | 0.76 | 71 | |
| RDUOTNFE=42023.11 | 2.95 | — | — | 58 | — | — | — | — | — | — | — | |
| UOTMNFE=12023.11 | 2.97 | — | — | — | — | — | — | — | — | — | — | |
| DDPMNFE=10002023.11 | 3.21 | — | — | 57 | — | — | — | — | — | — | — | |
| DDGANNFE=42023.11 | 3.75 | — | — | 57 | — | — | — | — | — | — | — | |
| UOTMNFE=1, training_mode=trained on our machine2023.11 | 3.79 | — | — | — | — | — | — | — | — | — | — | |
| WaveDiffNFE=42023.11 | 4.01 | — | — | 55 | — | — | — | — | — | — | — | |
| Base method2022.03 | 4.1 | 9.08 | 67 | 61 | 1.05 | 80 | 38 | 51 | 59 | 0.63 | 60 | |
| StyleGAN2NFE=12023.11 | 8.32 | — | — | 41 | — | — | — | — | — | — | — | |
| RobustGANNFE=1, architecture=DDGAN2023.11 | 11.4 | — | — | — | — | — | — | — | — | — | — | |
| Scaling method2022.03 | 12.48 | 9.37 | 75 | 49 | 1.36 | 75 | 46 | 70 | 42 | 1.23 | 66 | |
| RobustGANNFE=12023.11 | 21.57 | — | — | — | — | — | — | — | — | — | — | |
| OTMNFE=12023.11 | 21.78 | — | — | — | — | — | — | — | — | — | — | |
| WGAN-GPNFE=12023.11 | 39.4 | — | — | — | — | — | — | — | — | — | — |