Benchmark
Benchmark tests and evaluation metrics for Spectral-Hub.
Supported Datasets
- IR Spectra: Infrared spectroscopy data
- Raman Spectra: Raman spectroscopy data
- NMR Spectra: Nuclear magnetic resonance data
Evaluation Metrics
- Accuracy
- Precision
- Recall
- F1 Score
Benchmark Results
| Model | Dataset | Accuracy |
|---|---|---|
| Transformer | IR Spectra | 95.2% |
| CNN | Raman | 92.8% |
| LSTM | NMR | 89.5% |
Running Benchmarks
python
import spectral_hub as sh
# Run benchmark
results = sh.run_benchmark('all')
print(results)