Classification on HAM10000+
84.48AccuracyDynaTab
Evaluation results
| Method | Links | |
|---|---|---|
| DynaTab2026.05 | 84.48 | |
| LSPIN2026.05 | 81.37 | |
| LGBM2026.05 | 80.33 | |
| LLSPIN2026.05 | 80.07 | |
| MLP2026.05 | 80.05 | |
| CatBoost2026.05 | 80.01 | |
| STG2026.05 | 78.86 | |
| Random Forest2026.05 | 78.68 | |
| Lasso2026.05 | 78.55 | |
| GBM2026.05 | 78.52 | |
| 1-D CNN2026.05 | 78.42 | |
| TabM2026.05 | 77.95 | |
| SVM2026.05 | 77.61 | |
| XGBoost2026.05 | 77.42 | |
| CategoryEmbedding2026.05 | 76.73 | |
| TabSeq2026.05 | 76.7 | |
| AdaBoost2026.05 | 74.6 | |
| TabR2026.05 | 73.53 | |
| TabNet2026.05 | 73.51 | |
| KNN2026.05 | 73.37 | |
| Decision Tree2026.05 | 68.24 | |
| Naive Bayes2026.05 | 56.4 |