2Dplanes
Benchmarks
TaskDatasetSOTA resultTrendResults
2dplanes
0.943AUROC
17
2dplanes
33F1 Score
12
2dplanes
25Precision
12
2dplanes
50Recall
12
2dplanes (test)
74.7Mean Test Accuracy
10
2dplanes (test)
7Test Error
9
2dplanes
79F1 Score
7
2dplanes
78AUCPR
7
2dplanes Regime 2: High-Complexity
0.739MSE
6
2dplanes Regime 1: Low-Complexity
0.071MSE
6
2dplanes
0.86Valuation Runtime (s)
5
2dplanes
0.78AUROC
5
2Dplanes
81.226Running Time (s)
5
2Dplanes
19.29Model Size (MB)
5
2dplanes
21.7Proving Time (s)
3
2DPLANES
22R500 Score
3
2DPLANES
8.4R500
3
2dplanes
61.6Score
2
2dplanes
63.2Score
2
2dplanes
16.341Composite Score
2
2dplanes
82.5Accuracy
2
2dplanes
87AUC
2
2dplanes Clean regime, no injected noise (test)
-0.04Rank Correlation (NDDV vs LOO)
1
2dplanes Noisy regime, 10% label noise (test)
0.91Rho (NDDV vs LOO)
1
2dplanes (test)
74.1Accuracy
1