Raman Reconstruction on Acetone Real-world CARS sample
0.0011MSERamPINN
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| RamPINNMode=Zero-shot2025.10 | 0.0011 | 29.69 | |
| GANMode=Zero-shot2025.10 | 0.0035 | 24.53 | |
| VECTORMode=Zero-shot2025.10 | 0.0041 | 23.88 | |
| BiLSTMMode=Zero-shot2025.10 | 0.0043 | 23.67 | |
| RamPINN (Self-sup)Mode=Zero-shot2025.10 | 0.0053 | 22.79 | |
| IWTMode=Zero-shot2025.10 | 0.0078 | 21.02 | |
| CNN-GRUMode=Zero-shot2025.10 | 0.0105 | 19.8 | |
| SpecNetMode=Zero-shot2025.10 | 0.0108 | 19.65 | |
| LSTMMode=Zero-shot2025.10 | 0.0122 | 19.12 | |
| TDKKMode=Zero-shot2025.10 | 0.0283 | 15.48 | |
| LeDHTMode=Zero-shot2025.10 | 0.2663 | 5.74 |