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Classification Model Monitoring research benchmarks · SOTA2 Research

Classification Model Monitoring

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

0.95Relative Error vs. Random

10

Feb 26, 2026

2.43Relative Error (vs Random)

6

Feb 26, 2026

1.01Relative Error vs Random

6

Feb 26, 2026

0.92Relative Error vs Random

5

Feb 26, 2026

2.2RE vs Random

4

Feb 26, 2026

1.02RE vs. Random

3

Feb 26, 2026

Popular datasets

CIFAR MNIST Digits BCW Credit Default

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