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On-domain cell identity prediction on Lung (macro-F1)
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97
Macro F1 Score
CellRefine → FF
12.76
34.63
56.5
78.37
May 8, 2026
Macro F1 Score
Updated 23d ago
Evaluation Results
Method
Method
Links
Macro F1 Score
CellRefine → FF
Post-training=CellRefi...
2026.05
97
MLM → FF
Post-training=MLM, Fin...
2026.05
95
CellRefine LoRA → LoRA
Post-training=CellRefi...
2026.05
93
FF
Strategy=Full Fine-Tuning
2026.05
92
MLM LoRA → LoRA
Post-training=MLM, Fin...
2026.05
90
LoRA
Strategy=Parameter-eff...
2026.05
89
MLM LL → LL
Post-training=MLM, Fin...
2026.05
51
CellRefine LL → LL
Post-training=CellRefi...
2026.05
49
LL
Strategy=Last-Layer Fi...
2026.05
48
LP
Strategy=Linear Probing
2026.05
16
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