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Benchmarks
Cell-type annotation on PBMC3k
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79.2
Cluster Accuracy (%)
SCPILOT
22.832
37.466
52.1
66.734
Feb 12, 2026
Cluster Accuracy (%)
Updated 4d ago
Evaluation Results
Method
Method
Links
Cluster Accuracy (%)
SCPILOT
backbone=o1, reasoning...
2026.02
79.2
Direct
backbone=o1
2026.02
66.7
Biomni
backbone=Gemini-2.5 Pro
2026.02
64.6
GPTCellType
2026.02
61.3
CellTypist
2026.02
56.3
CellMarker 2.0
2026.02
25
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