Raman Reconstruction on Ethanol Real-world CARS sample
0.0008MSERamPINN
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| RamPINNMode=Zero-shot2025.10 | 0.0008 | 30.87 | |
| VECTORMode=Zero-shot2025.10 | 0.0033 | 24.84 | |
| CNN-GRUMode=Zero-shot2025.10 | 0.0033 | 24.85 | |
| SpecNetMode=Zero-shot2025.10 | 0.0036 | 24.43 | |
| BiLSTMMode=Zero-shot2025.10 | 0.0041 | 23.92 | |
| GANMode=Zero-shot2025.10 | 0.0046 | 23.38 | |
| RamPINN (Self-sup)Mode=Zero-shot2025.10 | 0.0099 | 20.02 | |
| LSTMMode=Zero-shot2025.10 | 0.0131 | 18.83 | |
| TDKKMode=Zero-shot2025.10 | 0.014 | 18.3 | |
| IWTMode=Zero-shot2025.10 | 0.0149 | 18.26 | |
| LeDHTMode=Zero-shot2025.10 | 0.0351 | 14.53 |