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Benchmarks
On-domain cell identity prediction on Heart (macro-F1)
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91
Macro F1
CellRefine → FF
9.88
30.94
52
73.06
May 8, 2026
Macro F1
Updated 23d ago
Evaluation Results
Method
Method
Links
Macro F1
CellRefine → FF
Post-training=CellRefi...
2026.05
91
FF
Strategy=Full Fine-Tuning
2026.05
86
MLM → FF
Post-training=MLM, Fin...
2026.05
86
CellRefine LoRA → LoRA
Post-training=CellRefi...
2026.05
85
MLM LoRA → LoRA
Post-training=MLM, Fin...
2026.05
80
LoRA
Strategy=Parameter-eff...
2026.05
77
CellRefine LL → LL
Post-training=CellRefi...
2026.05
51
LL
Strategy=Last-Layer Fi...
2026.05
49
MLM LL → LL
Post-training=MLM, Fin...
2026.05
47
LP
Strategy=Linear Probing
2026.05
13
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