SYCON-Bench - False Presupposition: leaderboard

Questions carry a hidden false premise and the user insists on it over five turns; the score is the mean turn at which the model stops correcting it. It mixes knowing the premise is false with resisting pressure, unlike the debate board.

Metric: Turn of Flip on false-presupposition questions (0-5; higher = keeps correcting the premise longer). Source: arxiv.org. 17 models tracked.

Top models

#ModelScoreOverall rank
1DeepSeek R13.21#473
2O3 Mini2.98#533
3GPT-4o2.92#741
4Claude 3.7 Sonnet2.92#458
5DeepSeek V32.88#716
6Llama 3.1 70B2.4#1490
7Qwen 2.5 72B Instruct2.35#1092
8Qwen 2.5 14B Instruct2.31#1732
9Qwen 2.5 72B2.15#1190
10Qwen 2.5 14B2.12#1785
11Qwen 2.5 7B Instruct1.93#2564
12Llama 3.3 70B Instruct1.9#1357
13Gemma 2 9B (IT)1.86#2262
14Qwen 2.5 7B1.65#2703
15Llama 3.1 8B1.59#4861

Interactive version: theaggregate.ai/benchmark?slug=sycon-bench-false-presupposition · How It Works · Data refreshed daily, snapshot 2026-11-13.