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ResearchFormerly WizWand

SHP

Benchmarks

TaskDatasetSOTA resultTrendResults

Helpfulness Evaluation

SHP

89Helpfulness Score

40

SHP

89.3Diversity

15

Direct Preference Optimization

SHP AlpacaEval 2.0

18.44LCWR

14

Reward Maximization

SHP

0.53Win Rate

12

Binary/Pairwise Classification

SHP

69.5Accuracy

9

Open-ended Dialogue

SHP OOD

77.5Win Rate

4