DiscoBench - Neutral - Detection F1: leaderboard

Metric: Ambiguity detection F1 (%). Source: arxiv.org. 11 models tracked.

Top models

#ModelScore
1Gemini 3.1 Pro (Preview) (High)64.5
2Claude Opus 4.7 (Max)48.9
3DeepSeek V4 Pro (Max)48.6
4MiMo V2.5 Pro (Thinking)47.2
5GPT-5.4 (xHigh)45.1
6GLM-5.1 (Thinking)44.2
7Kimi K2.6 (Thinking)42.4
8Hy3-preview (High)40
9Qwen 3.6 Max (Preview) (Thinking)16

Interactive version: theaggregate.ai/benchmark?slug=discobench-neutral-detection-f1 · How It Works · Data refreshed daily, snapshot 2026-09-19.