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Benchmarks
On-domain cell identity prediction on LivST1
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77
Macro F1
CellRefine → FF
10.44
27.72
45
62.28
May 8, 2026
Macro F1
Updated 23d ago
Evaluation Results
Method
Method
Links
Macro F1
CellRefine → FF
Post-training=CellRefi...
2026.05
77
CellRefine LoRA → LoRA
Post-training=CellRefi...
2026.05
71
MLM → FF
Post-training=MLM, Fin...
2026.05
68
FF
Strategy=Full Fine-Tuning
2026.05
64
MLM LoRA → LoRA
Post-training=MLM, Fin...
2026.05
51
LoRA
Strategy=Parameter-eff...
2026.05
50
MLM LL → LL
Post-training=MLM, Fin...
2026.05
42
CellRefine LL → LL
Post-training=CellRefi...
2026.05
40
LL
Strategy=Last-Layer Fi...
2026.05
37
LP
Strategy=Linear Probing
2026.05
13
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