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Benchmarks
Stream Classification on CIFAR-10 last 20% of data stream
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25.95
Average Accuracy
SLeDGe
10.7868
14.7234
18.66
22.5966
Jun 19, 2026
Average Accuracy
Updated 1mo ago
Evaluation Results
Method
Method
Links
Average Accuracy
SLeDGe
Label Ratio=1.0%
2026.06
25.95
SLeDGe-L
Label Ratio=1.0%
2026.06
23.98
ReSSL
Label Ratio=1.0%
2026.06
17.04
SLeDGe-L
Label Ratio=0.1%
2026.06
16.56
TLP
Label Ratio=1.0%
2026.06
16.45
SLeDGe
Label Ratio=0.1%
2026.06
16.23
HDSSL
Label Ratio=1.0%
2026.06
12.1
HDSSL
Label Ratio=0.1%
2026.06
11.83
TLP
Label Ratio=0.1%
2026.06
11.44
ReSSL
Label Ratio=0.1%
2026.06
11.37
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