Conditional cell generation on Parse 1M
17.99W2Cellflow
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| Cellflow2025.11 | 17.99 | 0.036 | 114.441 | 0.548 | 85.4 | 2.7 | |
| CPA2025.11 | 18.168 | 1.378 | 342.468 | 0.67 | 99.6 | 0 | |
| scLDMdistribution=Negative Binomial (NB), guidance_weight=12025.11 | 20.149 | 0.007 | 18.059 | 0.573 | 33.3 | 34.5 | |
| STATE2025.11 | 21.304 | 0.576 | 346.857 | 0.872 | 90.4 | 0 | |
| scLDMdistribution=Gaussian, guidance_weight=12025.11 | 21.813 | 0.009 | 24.231 | 0.519 | 7.8 | 78.8 | |
| scGPT2025.11 | 25.853 | 1.813 | 687.085 | 0.999 | 50.4 | 0 | |
| scVI2025.11 | 26.131 | 1.112 | 703.413 | 0.874 | 66.4 | 0 |