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Benchmarks
Raman Reconstruction on Synthetic Raman Spectra (test)
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0.0006
MSE
RamPINN
-0.002632
0.019184
0.041
0.062816
Oct 7, 2025
MSE
PSNR (dB)
Updated 24d ago
Evaluation Results
Method
Method
Links
MSE
PSNR (dB)
RamPINN
Type=Deep Learning, In...
2025.10
0.0006
33.83
BiLSTM
Type=Deep Learning, In...
2025.10
0.0007
31.57
CNN-GRU
Type=Deep Learning, In...
2025.10
0.0019
27.38
RamPINN
Type=Deep Learning, In...
2025.10
0.0053
22.79
SpecNet
Type=Deep Learning, In...
2025.10
0.0064
21.91
GAN
Type=Deep Learning, In...
2025.10
0.0088
22.74
IWT
Type=Traditional, NRB...
2025.10
0.0139
18.75
VECTOR
Type=Deep Learning, In...
2025.10
0.0205
16.88
TDKK
Type=Traditional, NRB...
2025.10
0.0283
15.48
LSTM
Type=Deep Learning, In...
2025.10
0.0732
19.3
LeDHT
Type=Traditional, NRB...
2025.10
0.0814
10.91
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