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Papers Benchmarks Datasets Tasks

XSTest dataset and benchmarks – Page 4 · SOTA2 Research

Research Datasets

XSTest

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Over-refusal Evaluation

XSTest (test)

0.035Over-refusal Rate

4

General LLM Evaluation

XSTest

23.1Refusal Rate

4

Unsafe prompt detection

XSTest

93.6AUPRC

4

XSTest

99.6Response Rate (XSTest)

3

Safety Detection

XSTest benign safety-adjacent

23False Positive Rate

3

Utility Evaluation

XSTest Safe Prompts

97.2Compliance

3

Safety Evaluation

XSTest Overrefusal

99.5Not Overrefuse Rate

3

Safety Evaluation

XSTest v1 (test)

27.6Over

2

Refusal Evaluation

XSTest

61.27Refusal Rate (Before)

1

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Popular tasks

Safety Evaluation Over-refusal evaluation Safety Moderation Safety Classification Refusal Evaluation

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