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Papers Benchmarks Datasets Tasks

SORRY-Bench dataset and benchmarks · SOTA2 Research

Research Datasets

SORRY-Bench

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Safety evaluation

Sorry-Bench

99.09Safety Score

90

Alignment Faking Rate Measurement

SORRY-BENCH

0.9Alignment Faking Rate

46

Safety Alignment

SORRY-Bench

10.22ASR

40

Safety Evaluation

SORRY-Bench

0.9Expected HFR

35

Safety Evaluation

Sorry-Bench base

92.73Safety Score

27

Harmful Request Defense

SORRY-Bench

13ASR

24

Harmfulness Evaluation

SORRY-Bench audio

78.41ASR Accuracy

15

Safety alignment

SORRY-Bench

85.7Score

14

Safety Evaluation

SORRY-Bench

26.9Compliance Rate

12

Refusal Control

SORRY-Bench

70.45Refusal Rate

7

Safety Classification

Sorry-Bench (test)

93.9Accepted HF Accuracy

6

Harmful Refusal

Sorry-Bench

85.5Refusal Rate (String Match)

6

Safety Evaluation

Sorry-Bench

65.7Ref %

6

Harmful-request assistance

SORRY-Bench linguistic mutations

25.4Compliance Rate

6

Harmful-request assistance

SORRY-Bench decontaminated base prompts

17.1Compliance Rate

6

Popular tasks

Safety Evaluation Safety Alignment Harmful-request assistance Harmfulness Evaluation Safety Classification

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