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Engagement Prediction research benchmarks · SOTA2 Research

Engagement Prediction

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

77.8AUC-ROC

8

Apr 10, 2026

0.801AUC-ROC

8

Apr 10, 2026

84.7AUC-ROC

8

Apr 10, 2026

LinkedIn User Engagement production (val)

Pointwise Reward

0.769ROC-AUC (Val)

8

Feb 26, 2026

11k YouTube Shorts 15% held-out (test)

0.131MAE

3

Feb 26, 2026

Popular datasets

HCPilot YouTube Shorts LinkedIn User Engagement SynthRx

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