Benchmarking deep learning models for Raman spectroscopy across open-source datasets
Abstract
We benchmark five published Raman-specific deep learning classifiers across three open-source Raman datasets, providing one of the first reproducible comparisons of three or more Raman-specific deep learning models for supervised classification.
Fields of Study & Subjects
Spectroscopy Techniques in Biomedical and Chemical Research
Spectroscopy and Chemometric Analyses
Remote-Sensing Image Classification
Publication details
- Journal / source
- Digital Discovery
- Publisher
- Royal Society of Chemistry (RSC)
- Volume
- 5
- Issue
- 8
- Pages
- 3314–3327
- Publication date
- 1 January 2026
- Language
- EN