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VLSafe dataset and benchmarks · SOTA2 Research

Research Datasets

VLSafe

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Safety Evaluation

VLSafe Orig.

0.23Unsafe Rate

19

Direct Malicious

VLSafe OOD

90.67ASR

16

Safety Evaluation

VLSafe Noise

0Unsafe Rate

13

Safety Evaluation

VLSafe Blank

0Unsafe Rate

13

Harmlessness Evaluation

VLSafe (test)

100Relevance

7

Vision-Language Safety

VLSafe 10

10.5ASR

4

Popular tasks

Safety Evaluation Harmlessness evaluation Direct Malicious Vision-Language Safety

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