SingleCell-Unseen-Benchmark / benchmark results /by_task /results_neural_cell_identification.csv
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Rename benchmark results/results_neural_cell_identification.csv to benchmark results/by_task/results_neural_cell_identification.csv
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Model,Cell population,Cell type,Accuracy,Precision,Recall,F1 Score
Geneformer,Neural.cell,Overall,1.000 ,1.000 ,1.000 ,1.000
Geneformer,Neural.cell,Glutamatergic neurons,1.000 ,1.000 ,1.000 ,1.000
Geneformer,Neural.cell,Inhibitory interneurons,1.000 ,1.000 ,1.000 ,1.000
Geneformer,Neural.cell,Astrocytes,1.000 ,1.000 ,1.000 ,1.000
Geneformer,Neural.cell,Microglial cells,1.000 ,1.000 ,1.000 ,1.000
Geneformer,Neural.cell,Oligodendrocytes,1.000 ,1.000 ,1.000 ,1.000
Geneformer,Neural.cell,Oligodendrocyte precursor cells,1.000 ,1.000 ,1.000 ,1.000
Geneformer,Non.Neural.cell,Overall,0.811 ,1.000 ,0.811 ,0.895
Geneformer,Non.Neural.cell,B.cells,1.000 ,1.000 ,1.000 ,1.000
Geneformer,Non.Neural.cell,Endothelial.cells,1.000 ,1.000 ,1.000 ,1.000
Geneformer,Non.Neural.cell,Fibroblasts,1.000 ,1.000 ,1.000 ,1.000
Geneformer,Non.Neural.cell,Mesenchymal.cells,1.000 ,1.000 ,1.000 ,1.000
Geneformer,Non.Neural.cell,Myeloid,0.837 ,1.000 ,0.837 ,0.911
Geneformer,Non.Neural.cell,T/NK cells,0.026 ,1.000 ,0.026 ,0.051
Geneformer,Non.Neural.cell,Epithelial cells,1.000 ,1.000 ,1.000 ,1.000
Geneformer,Non.Neural.cell,Germ cells,1.000 ,1.000 ,1.000 ,1.000
scFoundation,Neural.cell,Overall,1.000 ,1.000 ,1.000 ,1.000
scFoundation,Neural.cell,Glutamatergic neurons,1.000 ,1.000 ,1.000 ,1.000
scFoundation,Neural.cell,Inhibitory interneurons,1.000 ,1.000 ,1.000 ,1.000
scFoundation,Neural.cell,Astrocytes,1.000 ,1.000 ,1.000 ,1.000
scFoundation,Neural.cell,Microglial cells,1.000 ,1.000 ,1.000 ,1.000
scFoundation,Neural.cell,Oligodendrocytes,1.000 ,1.000 ,1.000 ,1.000
scFoundation,Neural.cell,Oligodendrocyte precursor cells,1.000 ,1.000 ,1.000 ,1.000
scFoundation,Non.Neural.cell,Overall,0.998 ,1.000 ,0.998 ,0.999
scFoundation,Non.Neural.cell,B.cells,1.000 ,1.000 ,1.000 ,1.000
scFoundation,Non.Neural.cell,Endothelial.cells,0.992 ,1.000 ,0.992 ,0.996
scFoundation,Non.Neural.cell,Fibroblasts,0.998 ,1.000 ,0.998 ,0.999
scFoundation,Non.Neural.cell,Mesenchymal.cells,1.000 ,1.000 ,1.000 ,1.000
scFoundation,Non.Neural.cell,Myeloid,0.996 ,1.000 ,0.996 ,0.998
scFoundation,Non.Neural.cell,T/NK cells,1.000 ,1.000 ,1.000 ,1.000
scFoundation,Non.Neural.cell,Epithelial cells,1.000 ,1.000 ,1.000 ,1.000
scFoundation,Non.Neural.cell,Germ cells,1.000 ,1.000 ,1.000 ,1.000
scGPT,Neural.cell,Overall,1.000 ,1.000 ,1.000 ,1.000
scGPT,Neural.cell,Glutamatergic neurons,1.000 ,1.000 ,1.000 ,1.000
scGPT,Neural.cell,Inhibitory interneurons,1.000 ,1.000 ,1.000 ,1.000
scGPT,Neural.cell,Astrocytes,1.000 ,1.000 ,1.000 ,1.000
scGPT,Neural.cell,Microglial cells,0.999 ,1.000 ,0.999 ,0.999
scGPT,Neural.cell,Oligodendrocytes,1.000 ,1.000 ,1.000 ,1.000
scGPT,Neural.cell,Oligodendrocyte precursor cells,1.000 ,1.000 ,1.000 ,1.000
scGPT,Non.Neural.cell,Overall,0.989 ,1.000 ,0.989 ,0.995
scGPT,Non.Neural.cell,B.cells,1.000 ,1.000 ,1.000 ,1.000
scGPT,Non.Neural.cell,Endothelial.cells,0.965 ,1.000 ,0.965 ,0.982
scGPT,Non.Neural.cell,Fibroblasts,0.986 ,1.000 ,0.986 ,0.993
scGPT,Non.Neural.cell,Mesenchymal.cells,1.000 ,1.000 ,1.000 ,1.000
scGPT,Non.Neural.cell,Myeloid,0.984 ,1.000 ,0.984 ,0.992
scGPT,Non.Neural.cell,T/NK cells,1.000 ,1.000 ,1.000 ,1.000
scGPT,Non.Neural.cell,Epithelial cells,1.000 ,1.000 ,1.000 ,1.000
scGPT,Non.Neural.cell,Germ cells,1.000 ,1.000 ,1.000 ,1.000
UCE,Neural.cell,Overall,1.000 ,1.000 ,1.000 ,1.000
UCE,Neural.cell,Glutamatergic neurons,1.000 ,1.000 ,1.000 ,1.000
UCE,Neural.cell,Inhibitory interneurons,1.000 ,1.000 ,1.000 ,1.000
UCE,Neural.cell,Astrocytes,1.000 ,1.000 ,1.000 ,1.000
UCE,Neural.cell,Microglial cells,1.000 ,1.000 ,1.000 ,1.000
UCE,Neural.cell,Oligodendrocytes,1.000 ,1.000 ,1.000 ,1.000
UCE,Neural.cell,Oligodendrocyte precursor cells,1.000 ,1.000 ,1.000 ,1.000
UCE,Non.Neural.cell,Overall,0.984 ,1.000 ,0.984 ,0.992
UCE,Non.Neural.cell,B.cells,1.000 ,1.000 ,1.000 ,1.000
UCE,Non.Neural.cell,Endothelial.cells,0.940 ,1.000 ,0.940 ,0.969
UCE,Non.Neural.cell,Fibroblasts,0.982 ,1.000 ,0.982 ,0.991
UCE,Non.Neural.cell,Mesenchymal.cells,1.000 ,1.000 ,1.000 ,1.000
UCE,Non.Neural.cell,Myeloid,0.984 ,1.000 ,0.984 ,0.992
UCE,Non.Neural.cell,T/NK cells,1.000 ,1.000 ,1.000 ,1.000
UCE,Non.Neural.cell,Epithelial cells,1.000 ,1.000 ,1.000 ,1.000
UCE,Non.Neural.cell,Germ cells,1.000 ,1.000 ,1.000 ,1.000
scLong,Neural.cell,Overall,1.000 ,1.000 ,1.000 ,1.000
scLong,Neural.cell,Glutamatergic neurons,1.000 ,1.000 ,1.000 ,1.000
scLong,Neural.cell,Inhibitory interneurons,1.000 ,1.000 ,1.000 ,1.000
scLong,Neural.cell,Astrocytes,1.000 ,1.000 ,1.000 ,1.000
scLong,Neural.cell,Microglial cells,1.000 ,1.000 ,1.000 ,1.000
scLong,Neural.cell,Oligodendrocytes,1.000 ,1.000 ,1.000 ,1.000
scLong,Neural.cell,Oligodendrocyte precursor cells,1.000 ,1.000 ,1.000 ,1.000
scLong,Non.Neural.cell,Overall,0.993 ,1.000 ,0.993 ,0.997
scLong,Non.Neural.cell,B.cells,0.987 ,1.000 ,0.987 ,0.993
scLong,Non.Neural.cell,Endothelial.cells,0.993 ,1.000 ,0.993 ,0.996
scLong,Non.Neural.cell,Fibroblasts,0.993 ,1.000 ,0.993 ,0.996
scLong,Non.Neural.cell,Mesenchymal.cells,1.000 ,1.000 ,1.000 ,1.000
scLong,Non.Neural.cell,Myeloid,0.990 ,1.000 ,0.990 ,0.995
scLong,Non.Neural.cell,T/NK cells,0.998 ,1.000 ,0.998 ,0.999
scLong,Non.Neural.cell,Epithelial cells,1.000 ,1.000 ,1.000 ,1.000
scLong,Non.Neural.cell,Germ cells,1.000 ,1.000 ,1.000 ,1.000