Raman spectra
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Phase Discrimination | Raman spectra 5x100 ms | K-Means Accuracy99.4 | 5 | |
| Spectral Reconstruction | Raman spectra 5x100 ms | RMSE1.655 | 5 | |
| Phase Discrimination | Raman spectra 100 ms | K-Means Accuracy98.92 | 5 | |
| Spectral Reconstruction | Raman spectra 100 ms | RMSE1.448 | 5 | |
| Phase Discrimination | Raman spectra 50 ms | K-Means Accuracy98.88 | 5 | |
| Spectral Reconstruction | Raman spectra 50 ms | RMSE1.723 | 5 | |
| Phase Discrimination | Raman spectra 25 ms | K-Means Accuracy98.4 | 5 | |
| Spectral Reconstruction | Raman spectra 25 ms | RMSE2.225 | 5 | |
| Phase Discrimination | Raman spectra 10 ms | K-Means Accuracy97.29 | 5 | |
| Spectral Reconstruction | Raman spectra 10 ms | RMSE1.153 | 5 | |
| Phase Discrimination | Raman spectra 5 ms | K-Means Accuracy95.92 | 5 | |
| Spectral Reconstruction | Raman spectra 5 ms | RMSE1.072 | 5 | |
| Tumor Segmentation | Raman spectra (holdout) | Dice Score80.9 | 5 |
Showing 13 of 13 rows