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Benchmarks
Gene Regulatory Network Inference on SIM350 5% noise (test)
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96
Sparsity
SparseFlow
2.608
26.854
51.1
75.346
Mar 5, 2024
Sparsity
Balanced Accuracy
Updated 3mo ago
Evaluation Results
Method
Method
Links
Sparsity
Balanced Accuracy
SparseFlow
Strategy category=Prun...
2024.03
96
70.9
DASH
Strategy category=Prun...
2024.03
94.6
90.7
DST
Strategy category=Pena...
2024.03
92.8
71.9
PINN + MP
Strategy category=Hybr...
2024.03
87
82.4
BioPrune
Strategy category=Prun...
2024.03
83.5
87.3
IMP
Strategy category=Prun...
2024.03
81.9
61.7
Iter. SynFlow
Strategy category=Prun...
2024.03
79.3
58.4
PathReg
Strategy category=Pena...
2024.03
56.5
61.9
L0
Strategy category=Pena...
2024.03
33.8
55
PINN
Strategy category=Pena...
2024.03
9.9
58.6
None/Baseline
Strategy category=None...
2024.03
7.5
51.8
C-NODE
Strategy category=Pena...
2024.03
6.2
55.9
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