CovType
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
CovType
9.39PD
16
Covtype
100Stability
14
CovType
0.005Runtime (seconds)
12
Covtype
90.1Regularity
11
Covtype
0.632Fidelity (R2)
11
covtype 10,000 examples (test)
25.4Speedup
8
Covtype
1.94PMSE
6
covtype A07 (test)
92.9Accuracy
6
covtype
88.5Accuracy
6
CovType sparse setting
0.004Runtime (s)
6
CovType large setting
0.019Runtime (s)
6
CovType small setting
0.001Runtime (s)
6
covtype-rnd D=10 N=50000
98.2KDE Cost (h=1)
5
covtype D=10, N=50000, h* = 0.0154758 (rnd)
98.2Error (Scale 1)
5
covtype binary
79.6F1 Score
5
covtype
0.994ROC-AUC
5
Covtype (test)
75.19F-score
4
Covtype (test)
76.51Accuracy
4
CovType
53.52Clustering Accuracy
4
CovType (train)
0.482Final Training Loss Gradient
3
CovType (test)
89.56Accuracy
3
CovType 3000 samples 512 context 54 features 7 classes
73.33Accuracy
3
covtype LIBSVM (test)
80.7Accuracy
2
CovType sparse
0.186Runtime
2
CovType large
0.962Runtime
2