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Papers Benchmarks Datasets Tasks

Instruction Hierarchy Robustness research benchmarks · SOTA2 Research

Instruction Hierarchy Robustness

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Human Red-teaming IH-Challenge

271Number of Tasks

3

Mar 12, 2026

Developer <> User Conflict

95Non-violation Rate

2

Mar 12, 2026

System <> Developer Conflict

86Non-violation Rate

2

Mar 12, 2026

System <> User Conflict

95Non-violation Rate

2

Mar 12, 2026

Tutor Jailbreak user (dev)

99Non-violation Rate

2

Mar 12, 2026

Tutor Jailbreak sys-user

99Non-violation Rate

2

Mar 12, 2026

RealGuardrails Handwritten

89Score

2

Mar 12, 2026

RealGuardrails Distractors

0.95Score

2

Mar 12, 2026

TensorTrust user (dev)

91Score

2

Mar 12, 2026

TensorTrust sys-user

94Score

2

Mar 12, 2026

Gandalf Password (dev-user)

100Score

2

Mar 12, 2026

Gandalf Password sys-user

99Score

2

Mar 12, 2026

Popular datasets

Gandalf Password TensorTrust RealGuardrails Tutor Jailbreak System <> User Conflict

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