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Sycophancy Detection on Culture Dataset
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98.3
Accuracy
CLiF + SVM
84.78
88.29
91.8
95.31
Jun 23, 2026
Accuracy
Updated 1mo ago
Evaluation Results
Method
Method
Links
Accuracy
CLiF + SVM
Approach=Linear Probin...
2026.06
98.3
CLiF + LR
Approach=Linear Probin...
2026.06
96.7
CLiF + LR
Approach=Linear Probin...
2026.06
96.7
CLiF + SVM
Approach=Linear Probin...
2026.06
96.7
CLiF + LR
Approach=Linear Probin...
2026.06
95
CLiF + SVM
Approach=Linear Probin...
2026.06
93.3
Contrastive + SVM
Approach=Linear Probin...
2026.06
91.7
Contrastive + LR
Approach=Linear Probin...
2026.06
90
CLiF + LR
Approach=Linear Probin...
2026.06
90
CLiF + SVM
Approach=Linear Probin...
2026.06
88.3
Gemini 2.5 Flash
Approach=LLM as a Judg...
2026.06
86.8
Gemini 2.5 Flash
Approach=LLM as a Judg...
2026.06
85.3
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