Wine quality
Benchmarks
TaskDatasetSOTA resultTrendResults
Wine Quality (3 CV seeds)
41.1F1 Score
33
wine quality
62.7F1-Score
25
Wine Quality
0.998R Score
23
Wine Quality
0.206RMSE
16
Wine Quality (test)
0.439MSE
15
Wine Quality
0.984AW
14
Wine Quality (test)
86.7Fidelity
12
Wine Quality (UCI ML) 2/3, 1/3 (train-test)
75.1Mean Anomaly Agreement Score (AUC)
10
Wine Quality
35.6NLL
9
Wine Quality White UCIrvine
75.2Macro F1 Score
9
Wine Quality Red UCIrvine
70.7Macro F1
9
Wine quality red
0.061ARI
8
Wine Quality (test)
52.84Mean Loss
8
Wine Quality Real Data Benign
666.74Mean Regret
8
Wine quality red (test)
0.551RMSE
8
Wine Quality Original UCI ordering
89.1Final log10 Mn
7
Wine Quality White -> Red ordering
40.5Final log10 Mn
7
Wine Quality Red -> White ordering
52.1Final log10 Mn
7
Wine Quality Shuffled ordering
-4.4Final log10 Mn
7
Wine Quality Red
49.504Phi Score
6
Wine Quality Regime 2: High-Complexity
0.884MSE
6
Wine Quality
0.057Average Runtime (seconds)
6
Wine Quality (train)
0.257RMSE
5
Wine Quality
91.31Coverage (alpha=0.10)
5
Wine Quality White tabular (test)
53.5Accuracy
5