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Benchmarks
Raman Reconstruction on Acetone Real-world CARS sample
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0.0011
MSE
RamPINN
-0.009508
0.062096
0.1337
0.205304
Oct 7, 2025
MSE
PSNR
Updated 24d ago
Evaluation Results
Method
Method
Links
MSE
PSNR
RamPINN
Mode=Zero-shot
2025.10
0.0011
29.69
GAN
Mode=Zero-shot
2025.10
0.0035
24.53
VECTOR
Mode=Zero-shot
2025.10
0.0041
23.88
BiLSTM
Mode=Zero-shot
2025.10
0.0043
23.67
RamPINN (Self-sup)
Mode=Zero-shot
2025.10
0.0053
22.79
IWT
Mode=Zero-shot
2025.10
0.0078
21.02
CNN-GRU
Mode=Zero-shot
2025.10
0.0105
19.8
SpecNet
Mode=Zero-shot
2025.10
0.0108
19.65
LSTM
Mode=Zero-shot
2025.10
0.0122
19.12
TDKK
Mode=Zero-shot
2025.10
0.0283
15.48
LeDHT
Mode=Zero-shot
2025.10
0.2663
5.74
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