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Benchmarks
Data Stream Classification on SRW (10 configurations)
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87
Start Accuracy (Config 1)
ARFT
66.2
71.6
77
82.4
Mar 9, 2026
Start Accuracy (Config 1)
Start Accuracy (Config 2)
Start Accuracy (Config 3)
Start Accuracy (Config 4)
Average Start Accuracy
End Accuracy (Config 1)
End Accuracy (Config 2)
End Accuracy (Config 3)
End Accuracy (Config 4)
Average End Accuracy
Updated 1mo ago
Evaluation Results
Method
Method
Links
Start Accuracy (Config 1)
Start Accuracy (Config 2)
Start Accuracy (Config 3)
Start Accuracy (Config 4)
Average Start Accuracy
End Accuracy (Config 1)
End Accuracy (Config 2)
End Accuracy (Config 3)
End Accuracy (Config 4)
Average End Accuracy
ARFT
2026.03
87
87
87
87
87
87
87
87
87
87
MAcPNN
2026.03
87
92
90
93
90
92
94
92
94
93
cLSTM
2026.03
84
84
82
87
84
90
90
89
92
90
cPNN
2026.03
83
86
87
85
86
90
91
91
89
90
ARFT
2026.03
74
74
73
73
73
73
73
73
73
73
MAcPNN
2026.03
74
84
80
85
81
83
88
85
88
86
cLSTM
2026.03
69
69
65
73
69
80
81
78
84
81
cPNN
2026.03
67
72
75
71
71
80
81
81
78
80
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