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ACAS Xu dataset and benchmarks · SOTA2 Research

Research Datasets

ACAS Xu

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Probabilistic Hull Finding

ACAS Xu

0.987Lower Bound (Ls)

18

Probabilistic safety verification

ACAS Xu Property P2

0.985Lower Bound (Ls)

18

Neural Network Reachability Analysis

ACAS Xu Property 1

93.06Average Width

6

Critical Scenario Attribution

ACAS Xu

99.5CTR

4

Popular tasks

Probabilistic safety verification Probabilistic Hull Finding Neural Network Reachability Analysis Critical Scenario Attribution

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