Image Generation on LDM-CelebA
35.97FIDPCM-LoRA
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| PCM-LoRASampler=DDIM, Steps=62025.03 | 35.97 | 1.34 | 2.11 | |
| SequentialSampler=DDIM, Steps=182025.03 | 36.09 | 2.83 | 1 | |
| PicardSampler=DDIM, Steps=62025.03 | 36.19 | 1.34 | 2.11 | |
| PCMSampler=DDIM, Steps=62025.03 | 36.67 | 1.87 | 1.51 | |
| PCM-LoRASampler=DDIM, Steps=52025.03 | 38.35 | 1.1 | 2.14 | |
| SequentialSampler=DDIM, Steps=152025.03 | 38.87 | 2.36 | 1 | |
| PCMSampler=DDIM, Steps=52025.03 | 40.09 | 1.52 | 1.55 | |
| PicardSampler=DDIM, Steps=52025.03 | 42.67 | 1.1 | 2.14 | |
| PCM-LoRASampler=DDIM, Steps=32025.03 | 50.1 | 0.66 | 2.15 | |
| SequentialSampler=DDIM, Steps=92025.03 | 51.97 | 1.42 | 1 | |
| PCMSampler=DDIM, Steps=32025.03 | 56.8 | 0.91 | 1.56 | |
| PicardSampler=DDIM, Steps=42025.03 | 60.82 | 0.88 | 1.61 | |
| PCM-LoRASampler=DPM-Solver, Steps=42025.03 | 62.61 | 0.88 | 1.37 | |
| SequentialSampler=DPM-Solver, Steps=72025.03 | 64.06 | 1.21 | 1 | |
| PCMSampler=DPM-Solver, Steps=42025.03 | 64.14 | 1.2 | 1.01 | |
| PicardSampler=DPM-Solver, Steps=52025.03 | 64.68 | 1.1 | 1.09 | |
| PCM-LoRASampler=DDIM, Steps=2, Comparison type=same sequential step2025.03 | 67.74 | 0.44 | — | |
| PCMSampler=DDIM, Steps=2, Comparison type=same sequential step2025.03 | 77.62 | 0.6 | — | |
| PicardSampler=DDIM, Steps=2, Comparison type=same sequential step2025.03 | 257.83 | 0.44 | — | |
| SequentialSampler=DDIM, Steps=2, Comparison type=same sequential step2025.03 | 366.92 | 0.32 | — |