Conditional Cell Generation on Parse 1M (test)
11.836W2Cellflow
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| Cellflow2025.11 | 11.836 | 0.015 | 9.443 | 57.9 | 67.8 | 49 | |
| scLDMLikelihood distribution=NB, Guidance scale (ω)=12025.11 | 12.346 | 0.02 | 13.163 | 58.1 | 57.7 | 62.6 | |
| scLDMLikelihood distribution=Gauss, Guidance scale (ω)=12025.11 | 12.374 | 0.008 | 4.695 | 53.5 | 45.9 | 70.8 | |
| CPA2025.11 | 13.534 | 1.117 | 181.324 | 98.8 | 96 | 0 | |
| STATE-Tx2025.11 | 19.111 | 0.714 | 312.344 | 99.3 | 65.4 | 0 | |
| scGPT2025.11 | 22.87 | 2.203 | 523.932 | 100 | 58.2 | 0 | |
| scVI2025.11 | 35.508 | 1.372 | 1,233.109 | 99.5 | 5.9 | 0 |