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Papers Benchmarks Datasets Tasks

Helpful Assistant dataset and benchmarks · SOTA2 Research

Research Datasets

Helpful Assistant

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Helpful Assistant Alignment

Helpful Assistant normalized rewards (test)

53Helpfulness Reward (r1)

60

Three-objective alignment

Helpful Assistant (test)

0.74Helpfulness Score

36

Preference Optimization

Helpful Assistant

53Helpfulness Score

30

Multi-objective alignment

Helpful Assistant (test)

0.76Helpfulness Score

9

Multi-Objective Optimization

Helpful Assistant Harmless-helpful

1.015MPD

4

Multi-Objective Optimization

Helpful Assistant Humor-helpful

1.439MPD

4

Popular tasks

Multi-Objective Optimization Preference Optimization Helpful Assistant Alignment Multi-objective Alignment Three-objective alignment

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