Classification on Fruit (10 Monte Carlo cross-validation splits)
97.8AccuracyIntegral Operator
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Integral Operator2025.05 | 97.8 | 97.4 | 97.7 | 97.6 | |
| CNN+FFNN2025.05 | 97.8 | 97.7 | 97.3 | 97.7 | |
| FFNN2025.05 | 97.55 | 97.64 | 97.55 | 97.55 | |
| Shallow CNN2025.05 | 96.98 | 96.41 | 96.84 | 96.57 | |
| Tiny Transformer2025.05 | 94.79 | 94.53 | 94.02 | 94.16 | |
| DT2025.05 | 92.8 | 91.8 | 92 | 91.6 | |
| SVM+UMAPFeature Embedding=UMAP2025.05 | 89.4 | 87.9 | 88.9 | 88.3 | |
| DT+UMAPFeature Embedding=UMAP2025.05 | 88.1 | 86.7 | 87.5 | 87 | |
| SVM2025.05 | 85.1 | 85.4 | 84.6 | 84.6 |