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Safety Defense research benchmarks · SOTA2 Research

Safety Defense

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Qwen-2.5-7B-Instruct

6.52ASR

7

May 28, 2026

Qwen-2.5-7B-Instruct

7.88ASR

7

May 28, 2026

12.58ASR

7

May 28, 2026

10ASR

7

May 28, 2026

Safety Evaluation Text-only

0.4Training Time (hr)

5

May 15, 2026

Safety Evaluation Multimodal

1Inference Overhead (Multiplier)

4

May 15, 2026

Unsafe Prompts 7 categories

100Hate Rate

4

Mar 24, 2026

Popular datasets

BeaverTails Safety Evaluation Unsafe Prompts LatHarmful Q-LatHarmful

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