Gene perturbation response prediction on Blood
23CD4 T PerformanceCellRefine LoRA → LoRA
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| CellRefine LoRA → LoRAsetting=zero-shot2026.05 | 23 | 23 | 23 | 24 | 54 | 49 | 46 | 34 | |
| CellRefine → FFsetting=zero-shot2026.05 | 23 | 24 | 24 | 26 | 54 | 50 | 46 | 35 | |
| FFsetting=zero-shot2026.05 | 20 | 23 | 23 | 24 | 52 | 49 | 44 | 34 | |
| MLM → FFsetting=zero-shot2026.05 | 20 | 23 | 24 | 25 | 53 | 50 | 45 | 34 | |
| LoRAsetting=zero-shot2026.05 | 18 | 20 | 22 | 24 | 49 | 48 | 46 | 32 | |
| MLM LoRA → LoRAsetting=zero-shot2026.05 | 18 | 21 | 22 | 23 | 50 | 48 | 45 | 32 |