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Benchmarks
Raman Reconstruction on Toluene Real-world CARS sample
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0.0011
MSE
RamPINN
-0.003372
0.026814
0.057
0.087186
Oct 7, 2025
MSE
PSNR
Updated 24d ago
Evaluation Results
Method
Method
Links
MSE
PSNR
RamPINN
Mode=Zero-shot
2025.10
0.0011
29.53
RamPINN (Self-sup)
Mode=Zero-shot
2025.10
0.0026
25.9
GAN
Mode=Zero-shot
2025.10
0.0031
25.05
VECTOR
Mode=Zero-shot
2025.10
0.0045
23.51
BiLSTM
Mode=Zero-shot
2025.10
0.0051
22.94
CNN-GRU
Mode=Zero-shot
2025.10
0.006
22.24
IWT
Mode=Zero-shot
2025.10
0.0061
22.97
SpecNet
Mode=Zero-shot
2025.10
0.0061
22.12
TDKK
Mode=Zero-shot
2025.10
0.0064
31.92
LSTM
Mode=Zero-shot
2025.10
0.0075
21.25
LeDHT
Mode=Zero-shot
2025.10
0.1129
9.47
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