tecator
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Real-response spectroscopy diagnostics | Tecator | TV0.053 | 7 | |
| Scalar-on-function Regression | Tecator | RMSE2.138 | 6 | |
| Active Region Selection | Tecator | F1 Score33.9 | 4 | |
| Water Prediction | Tecator Client 3 | MSE0.3189 | 4 | |
| Water Prediction | Tecator Client 2 | MSE0.2871 | 4 | |
| Water Prediction | Tecator Client 1 | MSE0.2943 | 4 | |
| Fat Prediction | Tecator Client 3 | MSE0.1328 | 4 | |
| Fat Prediction | Tecator Client 2 | MSE0.1444 | 4 | |
| Fat Prediction | Tecator Client 1 | MSE0.1057 | 4 | |
| Protein Prediction | Tecator Client 3 | MSE0.1989 | 4 | |
| Protein Prediction | Tecator Client 2 | MSE0.3313 | 4 | |
| Protein Prediction | Tecator Client 1 | MSE0.3579 | 4 | |
| Counterfactual Explanation Generation | tecator | Validity100 | 4 | |
| Outlier Explanation | tecator | Avg Run Time (s)0.0034 | 4 | |
| Classification | tecator | Average Balanced Accuracy97.62 | 3 | |
| Support-level compression | Semi-synthetic real-X Tecator | TV0.058 | 3 |
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