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Safety Gate Capacity Scaling research benchmarks · SOTA2 Research

Safety Gate Capacity Scaling

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Safety Scaling Testbed N=100-10,000

Classifier-based safety gate

12.4Classifier Ceiling (B=0.01)

3

Apr 2, 2026

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Safety Scaling Testbed

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