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Benchmarks
Gene regulatory dynamics prediction on SIM350 5% noise (test)
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2.3
MSE
PINN + MP
2.052
3.726
5.4
7.074
Mar 5, 2024
MSE
Updated 3mo ago
Evaluation Results
Method
Method
Links
MSE
PINN + MP
Strategy category=Hybr...
2024.03
2.3
DASH
Strategy category=Prun...
2024.03
2.4
PINN
Strategy category=Pena...
2024.03
2.5
BioPrune
Strategy category=Prun...
2024.03
2.6
C-NODE
Strategy category=Pena...
2024.03
2.8
None/Baseline
Strategy category=None...
2024.03
3
SparseFlow
Strategy category=Prun...
2024.03
3.6
DST
Strategy category=Pena...
2024.03
4
IMP
Strategy category=Prun...
2024.03
4.7
Iter. SynFlow
Strategy category=Prun...
2024.03
7
PathReg
Strategy category=Pena...
2024.03
8
L0
Strategy category=Pena...
2024.03
8.5
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