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Koala dataset and benchmarks · SOTA2 Research

Research Datasets

Koala

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Preference Alignment

Koala

196Wins (Count)

14

Instruction Following

Koala low-resource

58.3Win Rate (bn)

7

Overrefusal Evaluation

Koala

4.44Refusal Rate

6

Camera-controlled video generation

Koala

0.637RotErr

6

Personalized LLM response generation

Koala (test)

88Win Rate (Reward Model)

3

Preference Alignment

Koala

77.75Win Rate (Reward Model)

3

Popular tasks

Preference Alignment Instruction Following Camera-controlled Video Generation Overrefusal evaluation Personalized LLM response generation

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