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Benchmarks
Classification Model Monitoring on CIFAR10
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1.01
Relative Error vs Random
Stratified
0.984
1.1595
1.335
1.5105
Jan 29, 2026
Relative Error vs Random
Updated 4d ago
Evaluation Results
Method
Method
Links
Relative Error vs Random
Stratified
Sample size=200, Strat...
2026.01
1.01
Importance
Sample size=200, Strat...
2026.01
1.12
Stratified
Sample size=750, Strat...
2026.01
1.21
SIS
Sample size=750, Strat...
2026.01
1.59
Importance
Sample size=750, Strat...
2026.01
1.62
SIS
Sample size=200, Strat...
2026.01
1.66
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