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Benchmarks
Gene Regulatory Network Discovery on SERGIO simulated random DAGs
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19.6
Recall
DCDI
-0.7216
4.5542
9.83
15.1058
Jan 5, 2025
Recall
Precision
AUPRC
F1 Score
P-value
Updated 1d ago
Evaluation Results
Method
Method
Links
Recall
Precision
AUPRC
F1 Score
P-value
DCDI
2025.01
19.6
6.95
15.28
13.27
0.0145
GENIE3
2025.01
6.4
5.65
5.75
5.96
0.4109
PerturbODE
2025.01
6.22
5.79
5.21
6.01
0.3039
DCDFG
2025.01
1.64
2.47
3.07
2.06
0.8675
NO-TEARS-LR
2025.01
0.06
3
4.27
1.53
0.843
NO-TEARS
2025.01
0.06
6.83
5.3
3.45
0.7911
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