Classification on Edible Insect Authentication leave-one-batch-out (LOBO)
93AccuracyBISN
Evaluation results
| Method | Links | ||
|---|---|---|---|
| BISNSpectral processing=Raw2026.06 | 93 | 93 | |
| DANNSpectral processing=Preprocessed2026.06 | 89 | 89 | |
| TabNetSpectral processing=Preprocessed2026.06 | 88 | 88 | |
| TabPFNSpectral processing=Preprocessed2026.06 | 87 | 86 | |
| NIRCoreVision-MLPSpectral processing=Preprocessed2026.06 | 86 | 86 | |
| GPCSpectral processing=Preprocessed2026.06 | 85 | 85 | |
| DANNSpectral processing=Raw2026.06 | 81 | 81 | |
| GPCSpectral processing=Raw2026.06 | 78 | 78 | |
| diPLSSpectral processing=Preprocessed2026.06 | 77 | 77 | |
| PDS-PLSDASpectral processing=Preprocessed2026.06 | 77 | 77 | |
| ShapDASpectral processing=Preprocessed2026.06 | 77 | 74 | |
| LDASpectral processing=Raw2026.06 | 75 | 75 | |
| LDASpectral processing=Preprocessed2026.06 | 75 | 74 | |
| NIRCoreVision-MLPSpectral processing=Raw2026.06 | 75 | 73 | |
| TabNetSpectral processing=Raw2026.06 | 75 | 75 | |
| PLSDASpectral processing=Preprocessed2026.06 | 74 | 74 | |
| TabPFNSpectral processing=Raw2026.06 | 74 | 73 | |
| PLSDASpectral processing=Raw2026.06 | 71 | 70 | |
| PDS-PLSDASpectral processing=Raw2026.06 | 71 | 70 | |
| SpectraTrSpectral processing=Preprocessed2026.06 | 71 | 69 | |
| ShapDASpectral processing=Raw2026.06 | 69 | 66 | |
| diPLSSpectral processing=Raw2026.06 | 67 | 67 | |
| SpectraTrSpectral processing=Raw2026.06 | 66 | 64 |