Temporal scRNA-seq Extrapolation on DR (Drosophila) Medium (Extrapolation)
34.73Extrapolation Score (t=8)LGP-OT
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| LGP-OTς(t)=ς2026.05 | 34.73 | 35.49 | 37.9 | |
| PRESCIENT2026.05 | 34.66 | 33.26 | 37.64 | |
| PRESCIENT2026.05 | 34.66 | 33.26 | 37.64 | |
| VGFM2026.05 | 33.73 | 32.88 | 37.06 | |
| VGFM2026.05 | 33.73 | 32.88 | 37.06 | |
| MIOFlow2026.05 | 33.6 | 34.49 | 38.76 | |
| MIOFlow2026.05 | 33.6 | 34.49 | 38.76 | |
| LGP-OT (ς(t) = 0.1)ς(t)=0.12026.05 | 33.24 | 33.05 | 37.41 | |
| scNODE2026.05 | 33.24 | 33.67 | 38.04 | |
| LGP-OTς(t)=0.12026.05 | 33.24 | 33.05 | 37.41 | |
| scNODE2026.05 | 33.24 | 33.67 | 38.04 | |
| PI-SDE2026.05 | 32.8 | 33.49 | 38.27 | |
| PI-SDE2026.05 | 32.8 | 33.49 | 38.27 | |
| LGP-OT (w. time)Cell-time variability=true2026.05 | 32.24 | 31.54 | 36.33 | |
| LGP-OTvariant=w. time2026.05 | 32.24 | 31.54 | 36.33 | |
| LGP-OT2026.05 | 32.15 | 32.52 | 36.51 | |
| LGP-OT2026.05 | 32.15 | 32.52 | 36.51 | |
| LGP-OT (w. type)Cell-type conditioning=true2026.05 | 31.92 | 31.79 | 36.48 | |
| LGP-OTvariant=w. type2026.05 | 31.92 | 31.79 | 36.48 | |
| LGP-OT (w. time + type)Cell-time variability=true, Cell-type conditioning=true2026.05 | 31.88 | 31.63 | 36.32 | |
| LGP-OTvariant=w. time + type2026.05 | 31.88 | 31.63 | 36.32 |