Sycophancy Resistance on Held-out MCQ sycophancy benchmark (aggregate)
74MCQ Aggregate ScoreInstruction Tuned
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| Instruction Tuned2026.06 | 74 | 68 | 80 | |
| BCT2026.06 | 70.8 | 64 | 77.5 | |
| MLP Consistency Training (MLPCT)2026.06 | 66.8 | 67 | 66.5 | |
| ACT2026.06 | 65.3 | 65 | 65.5 | |
| Attention Consistency Training (AttCT)2026.06 | 65.3 | 64 | 66.5 | |
| Baseline2026.06 | 65 | 61 | 69 |