| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| Simulated Gene Regulatory Network full sweep | ASCEND | F1 Score59 | 48 | 19d ago | |
| hHEP STR network | ENS | AUPRC92.7 | 14 | 2mo ago | |
| Yeast cell cycle | DASH | Sparsity97.18 | 12 | 5mo ago | |
| Breast cancer in pseudotime | SparseFlow | Sparsity95.7 | 12 | 5mo ago | |
| SIM350 5% noise (test) | SparseFlow | Sparsity96 | 12 | 5mo ago | |
| TF Atlas | PerturbODE* | Recall49.76 | 7 | 1mo ago | |
| MDC STR network | ENS | AUPRC92.8 | 6 | 2mo ago | |
| Mouse Brain | p-value0.01 | 5 | 1mo ago | ||
| PBMC | p-value0.01 | 5 | 1mo ago | ||
| pN | p-value0.01 | 5 | 1mo ago | ||
| mN | p-value0.01 | 5 | 1mo ago | ||
| Simulated biological network n=2000, sp=0.9, R2=0.7 | ASCEND | AUPR0.53 | 4 | 19d ago | |
| UGRN NSP networks | GDT | AUPRC71.6 | 4 | 2mo ago | |
| MESC L G network | AUPRC57.8 | 3 | 2mo ago | ||
| UGRN SPC networks | ENS | AUPRC68.6 | 2 | 2mo ago | |
| MESC STR network | ENS | AUPRC96.6 | 2 | 2mo ago |
