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On-domain cell identity prediction on Blood (macro-F1)
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84
Macro F1 Score
CellRefine → FF
11.2
30.1
49
67.9
May 8, 2026
Macro F1 Score
Updated 23d ago
Evaluation Results
Method
Method
Links
Macro F1 Score
CellRefine → FF
Post-training=CellRefi...
2026.05
84
CellRefine LoRA → LoRA
Post-training=CellRefi...
2026.05
79
MLM → FF
Post-training=MLM, Fin...
2026.05
73
CellRefine LL → LL
Post-training=CellRefi...
2026.05
68
FF
Strategy=Full Fine-Tuning
2026.05
67
MLM LoRA → LoRA
Post-training=MLM, Fin...
2026.05
63
LoRA
Strategy=Parameter-eff...
2026.05
60
MLM LL → LL
Post-training=MLM, Fin...
2026.05
55
LL
Strategy=Last-Layer Fi...
2026.05
54
LP
Strategy=Linear Probing
2026.05
14
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