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Drug response prediction on sci-Plex3 10 μM dose (test)
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0.76
E[R²] (all)
chemCPA
0.4896
0.5598
0.63
0.7002
Apr 28, 2022
E[R²] (all)
E[R²] (DEGs)
Median R² (all)
Median R² (DEGs)
Updated 4d ago
Evaluation Results
Method
Method
Links
E[R²] (all)
E[R²] (DEGs)
Median R² (all)
Median R² (DEGs)
chemCPA
Pre-trained=true
2022.04
0.76
0.68
0.82
0.79
chemCPA
Pre-trained=false
2022.04
0.71
0.58
0.77
0.64
scGen
2022.04
0.62
0.47
0.66
0.49
CPA
2022.04
0.54
0.34
0.52
0.26
Baseline
2022.04
0.5
0.29
0.48
0.12
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