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Benchmarks
Stream Classification on KMNIST last 20% of data stream
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75.26
Average Accuracy
HDSSL
16.6976
31.9013
47.105
62.3087
Jun 19, 2026
Average Accuracy
Updated 1mo ago
Evaluation Results
Method
Method
Links
Average Accuracy
HDSSL
Label Ratio=1.0%
2026.06
75.26
SLeDGe
Label Ratio=1.0%
2026.06
75.25
SLeDGe-L
Label Ratio=1.0%
2026.06
66.51
ReSSL
Label Ratio=1.0%
2026.06
54.13
SLeDGe
Label Ratio=0.1%
2026.06
51.82
SLeDGe-L
Label Ratio=0.1%
2026.06
49.4
TLP
Label Ratio=1.0%
2026.06
40.72
HDSSL
Label Ratio=0.1%
2026.06
26.68
ReSSL
Label Ratio=0.1%
2026.06
26.42
TLP
Label Ratio=0.1%
2026.06
18.95
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