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Online learning sequence dataset and benchmarks · SOTA2 Research

Research Datasets

Online learning sequence

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Second-order Calibration (Cal2)

Online learning sequence (T rounds, non-stationarity C)

0.086Asymptotic Bound (Cal2)

6

Proper KL-Calibration (PKLCal)

Online learning sequence (T rounds, non-stationarity C)

1PKLCal Bound

3

Popular tasks

Second-order Calibration (Cal2)Proper KL-Calibration (PKLCal)

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