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Papers Benchmarks Datasets Tasks

UnsafeBench dataset and benchmarks · SOTA2 Research

Research Datasets

UnsafeBench

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Harmful Content Detection

UnsafeBench

89.5AUPRC

61

Safety Classification

UnsafeBench

80.5AUROC

49

Safety evaluation

UnsafeBench

89F1 Score

39

Safety Classification

UnsafeBench

0.061ECE

21

Visual Compliance Verification

UnsafeBench

76Unsafe F1

15

Binary Safety Classification

UnsafeBench

35.5Sexual

13

Safety Evaluation

UnsafeBench (test)

81F1 Score

11

Safety guardrailing

UnSafeBench

64.1F1 Score

9

Content Moderation

UnsafeBench Sexual category (test)

81.4Accuracy

8

Safety Red-teaming

UnsafeBench

76.2ASR

4

Multimodal Content Moderation

UnsafeBench

76.7Accuracy

4

Multimodal Content Moderation

UnsafeBench Sexual Text-Only

81.82Accuracy

3

Multimodal Content Moderation

UnsafeBench Sexual Text+Visual

81.08Accuracy

3

Popular tasks

Multimodal Content Moderation Safety Evaluation Safety Classification Content Moderation Binary Safety Classification

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