Single-cell perturbation response prediction on PerturbQA K562
0.888Overall AUROCPerturbDiff
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| PerturbDiff2026.05 | 0.888 | 0.663 | 52.5 | 34.9 | 0.495 | 0.575 | 43.2 | 49.7 | |
| CORE-ReasoningBackbone=Qwen3.5 9B2026.05 | 0.816 | 0.615 | 90 | 71.7 | 0.607 | 0.623 | 91.5 | 6.4 | |
| STATE2026.05 | 0.629 | 0.394 | 41.2 | 25.4 | 0.504 | 0.572 | 40.7 | 43.7 | |
| SUMMERBackbone=Qwen3.5 9B2026.05 | 0.511 | 0.147 | 79.5 | 16.8 | 0.485 | 0.426 | 84.6 | 1.7 |