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Papers Benchmarks Datasets Tasks

Collusion Detection research benchmarks · SOTA2 Research

Collusion Detection

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

NARCBENCH OOD Mean

Asymmetry Probe

86AUROC

5

Apr 2, 2026

NARCBENCH STEGO

Activation Alignment

1AUROC

5

Apr 2, 2026

NARCBENCH Research Pipeline

Deception Split

0.94AUROC

5

Apr 2, 2026

NARCBENCH RAG Poisoning

Asymmetry Probe

0.9AUROC

5

Apr 2, 2026

NARCBENCH Pump & Dump

Sorted Concatenation

84AUROC

5

Apr 2, 2026

NARCBENCH News Framing

Asymmetry Probe

0.88AUROC

5

Apr 2, 2026

NARCBENCH Code Review

Sorted Concatenation

86AUROC

5

Apr 2, 2026

NARCBENCH CI/CD

Asymmetry Probe

0.86AUROC

5

Apr 2, 2026

NARCBENCH Transfer (all)

Asymmetry Probe

84AUROC

5

Apr 2, 2026

Sorted Concatenation

100AUROC

5

Apr 2, 2026

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