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Benchmarks
On-domain cell identity prediction on Liver
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38
Macro F1
CellRefine → FF
9.92
17.21
24.5
31.79
May 8, 2026
Macro F1
Updated 23d ago
Evaluation Results
Method
Method
Links
Macro F1
CellRefine → FF
Post-training=CellRefi...
2026.05
38
CellRefine LoRA → LoRA
Post-training=CellRefi...
2026.05
31
MLM → FF
Post-training=MLM, Fin...
2026.05
28
FF
Strategy=Full Fine-Tuning
2026.05
27
LoRA
Strategy=Parameter-eff...
2026.05
18
MLM LoRA → LoRA
Post-training=MLM, Fin...
2026.05
18
LL
Strategy=Last-Layer Fi...
2026.05
16
MLM LL → LL
Post-training=MLM, Fin...
2026.05
16
CellRefine LL → LL
Post-training=CellRefi...
2026.05
16
LP
Strategy=Linear Probing
2026.05
11
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