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Benchmarks
Stream Classification on MNIST last 20% of data stream
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91.77
Average Accuracy
SLeDGe
9.3084
30.7167
52.125
73.5333
Jun 19, 2026
Average Accuracy
Updated 1mo ago
Evaluation Results
Method
Method
Links
Average Accuracy
SLeDGe
Label Ratio=1.0%
2026.06
91.77
HDSSL
Label Ratio=1.0%
2026.06
89.64
SLeDGe-L
Label Ratio=1.0%
2026.06
88.83
SLeDGe
Label Ratio=0.1%
2026.06
79.52
ReSSL
Label Ratio=1.0%
2026.06
78.26
SLeDGe-L
Label Ratio=0.1%
2026.06
75.23
HDSSL
Label Ratio=0.1%
2026.06
51.02
ReSSL
Label Ratio=0.1%
2026.06
43.39
TLP
Label Ratio=0.1%
2026.06
16.48
TLP
Label Ratio=1.0%
2026.06
12.48
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