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Knowledge Poisoning Attack research benchmarks · SOTA2 Research

Knowledge Poisoning Attack

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

5ASR

28

Jun 11, 2026

FEVER k=10 (test)

73Attack Success Rate (ASR)

15

May 18, 2026

Climate-FEVER k=10 (test)

24ASR

5

May 18, 2026

HealthVer k=10 (test)

21ASR

4

May 18, 2026

SciFact k=10 (test)

85Attack Success Rate (ASR)

3

May 18, 2026

57ASR

3

Apr 10, 2026

MS-MARCO MultiTurn

54ASR

3

Apr 10, 2026

HotpotQA MultiTurn

27ASR

3

Apr 10, 2026

Popular datasets

HotpotQA NQ MS MARCO FEVER Climate-FEVER

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