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Sycophancy Eval

Saturated

Evaluate sycophancy of language models across a variety of free-form text-generation tasks.

Publisher
Anthropic
Domain
Assistants
License
mit
Published
Nov 2024
Notable for
Benchmark for evaluating Assistants.

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Notes

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Top score 100.0% by GPT-4o-mini - 2 models reporting (2 frontier)

Score history

2
95%96%98%99%100%Jul 24Sep 24Nov 24Jan 25Mar 25GPT-4o-mini

Top models

2
Sycophancy EvalBar chart with 2 bars. Highest value: GPT-4.1 Mini at 100.
2 models

Related tools

3
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Implementations, trainers, datasets and scaffolds linked to this eval.

FAQ

What is Sycophancy Eval?
Evaluate sycophancy of language models across a variety of free-form text-generation tasks.
What is the current top score on Sycophancy Eval?
The top reported score is 100.0% by GPT-4o-mini, across 2 models reporting (2 from frontier labs).
How can a model improve its Sycophancy Eval score?
Tools linked to Sycophancy Eval on Sophon include Vf Sycophancy Env, Sycophancy Eval (Prime Community), Sycophancy Eval (Prime Intellect) - RL environments, datasets, and scaffolds that target this eval.
What license is Sycophancy Eval under?
Sycophancy Eval is available under mit.