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Benchmarks
On-domain cell identity prediction on Pancreas
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83
Macro F1
CellRefine → FF
9.16
28.33
47.5
66.67
May 8, 2026
Macro F1
Updated 23d ago
Evaluation Results
Method
Method
Links
Macro F1
CellRefine → FF
Post-training=CellRefi...
2026.05
83
CellRefine LoRA → LoRA
Post-training=CellRefi...
2026.05
82
CellRefine LL → LL
Post-training=CellRefi...
2026.05
74
MLM LoRA → LoRA
Post-training=MLM, Fin...
2026.05
72
MLM → FF
Post-training=MLM, Fin...
2026.05
72
FF
Strategy=Full Fine-Tuning
2026.05
69
LoRA
Strategy=Parameter-eff...
2026.05
68
MLM LL → LL
Post-training=MLM, Fin...
2026.05
56
LL
Strategy=Last-Layer Fi...
2026.05
49
LP
Strategy=Linear Probing
2026.05
12
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