Raman Reconstruction on Methanol Real-world CARS sample
0.001MSERamPINN
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| RamPINNMode=Zero-shot2025.10 | 0.001 | 30.14 | |
| IWTMode=Zero-shot2025.10 | 0.0031 | 24.97 | |
| BiLSTMMode=Zero-shot2025.10 | 0.0037 | 24.3 | |
| GANMode=Zero-shot2025.10 | 0.0037 | 24.27 | |
| CNN-GRUMode=Zero-shot2025.10 | 0.0037 | 24.32 | |
| VECTORMode=Zero-shot2025.10 | 0.0039 | 24.12 | |
| SpecNetMode=Zero-shot2025.10 | 0.0041 | 23.88 | |
| TDKKMode=Zero-shot2025.10 | 0.0064 | 22.06 | |
| RamPINN (Self-sup)Mode=Zero-shot2025.10 | 0.0114 | 19.43 | |
| LeDHTMode=Zero-shot2025.10 | 0.0315 | 15.01 | |
| LSTMMode=Zero-shot2025.10 | 0.0555 | 12.56 |