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On-domain cell identity prediction on MS
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75
Macro F1 Score
CellRefine → FF
6.36
24.18
42
59.82
May 8, 2026
Macro F1 Score
Updated 23d ago
Evaluation Results
Method
Method
Links
Macro F1 Score
CellRefine → FF
Post-training=CellRefi...
2026.05
75
MLM → FF
Post-training=MLM, Fin...
2026.05
72
CellRefine LoRA → LoRA
Post-training=CellRefi...
2026.05
71
FF
Strategy=Full Fine-Tuning
2026.05
70
LoRA
Strategy=Parameter-eff...
2026.05
68
MLM LoRA → LoRA
Post-training=MLM, Fin...
2026.05
65
CellRefine LL → LL
Post-training=CellRefi...
2026.05
44
LL
Strategy=Last-Layer Fi...
2026.05
41
MLM LL → LL
Post-training=MLM, Fin...
2026.05
40
LP
Strategy=Linear Probing
2026.05
9
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