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Papers Benchmarks Datasets Tasks

NOVELTYBENCH dataset and benchmarks · SOTA2 Research

Research Datasets

NOVELTYBENCH

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Text Generation

NoveltyBench

10Diversity

81

Patience-discounted reward evaluation

NoveltyBench

4.096Utility

36

Output Diversity

NOVELTYBENCH

52.42Distinct Score

31

Diversity and Quality Evaluation

NoveltyBench

7.13LLM Diversity

12

Chat Generation

NoveltyBench

7.84LLM Div

11

Instruction Following

NoveltyBench

40.1Lexical Dominance

7

Novelty Evaluation

NoveltyBench

44Overall Dominance

5

Diversity Measurement

NoveltyBench curated

48.1D_Can Mean

4

Human Evaluation

NoveltyBench

4.04Quality

2

Popular tasks

Human Evaluation Instruction Following Text Generation Output Diversity Patience-discounted reward evaluation

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