Gene-expression forecasting on mouse pancreas
0.434PCCMLP
Evaluation results
| Method | Links | ||
|---|---|---|---|
| MLP2026.05 | 0.434 | 9.8 | |
| GCRN-GRU2026.05 | 0.425 | 9.9 | |
| ChebNet2026.05 | 0.423 | 8.7 | |
| GAT2026.05 | 0.368 | 7.9 | |
| EvolveGCN2026.05 | 0.32 | 9.9 | |
| scGPT2026.05 | 0.319 | 8.4 | |
| scFoundation2026.05 | 0.308 | 17.8 | |
| GCN2026.05 | 0.278 | 8.3 | |
| ROLAND (ChebConv+ GRU)Architecture=Temporal Graph Learning, Components=ChebConv + GRU2026.05 | 0.219 | 17.3 | |
| Linear2026.05 | 0.107 | 5.8 |