Cell-type annotation on PBMC3k
79.2Cluster Accuracy (%)SCPILOT
Evaluation Results
| Method | Links | |
|---|---|---|
| SCPILOTbackbone=o1, reasoning_iterations=max 32026.02 | 79.2 | |
| Directbackbone=o12026.02 | 66.7 | |
| Biomnibackbone=Gemini-2.5 Pro2026.02 | 64.6 | |
| GPTCellType2026.02 | 61.3 | |
| CellTypist2026.02 | 56.3 | |
| CellMarker 2.02026.02 | 25 |