Covertype
Benchmarks
TaskDatasetSOTA resultTrendResults
Covertype
95.528Accuracy
52
Covertype
5.15Ek
48
Covertype 30K subsamples
89.29Accuracy
44
covertype
0.921Statistical Power
36
Covertype (CO) (test)
81.6Macro F1-score
36
Covertype
69.4Final Mean Accuracy
26
Covertype
13.15Time Cost (s)
22
Covertype
0.766AUC
20
covertype
0.79Cohen's Kappa
16
covertype
-0.022WAD
12
Covertype
0.143Average Forgetting
11
Covertype label 2 (test)
4.268Expected Calibration Error
10
Covertype label 1 (test)
2.352ECE
10
Covertype
0.514NLL
9
Covertype (target domain)
45.2Accuracy
9
Covertype K=6, d=54
5.8Memory (KB)
9
covertype
0.98AUC
9
Covertype (CO)
96.95Accuracy
9
Covertype
27.46Relative Cumulative Regret
9
Covertype
95.81Accuracy
8
CoverType
38.3AULC
8
Covertype
90.4ROC AUC
8
Covertype (test)
11.2Weighted Accuracy Drop
8
Covertype
9.15NMI
8
Covertype
50.73CA (%)
8