KMMAU - Word Order: leaderboard

The order in which words are spoken, a four-way choice, on native Korean speech in KMMAU (Kim et al., 2026). Accuracy in percent; higher is better.

Metric: Accuracy (%; four-choice question on the order of spoken words; native Korean audio from KSS, KMSAV and the Seoul Corpus; single run at temperature 0.7). Source: arxiv.org. Saturation forecast: Rough model projection: around 2026. 8 models tracked.

Top models

#ModelScoreOverall rank
1Raon-Speech98.7
2Step-Audio-2-mini94
3Qwen2.5-Omni80.4#1499
4Fun-Audio-Chat74.1
5MiniCPM-o 4.554.3
6Audio Flamingo 354.1
7InteractiveOmni52.6
8HyperCLOVA X 8B Omni15

Interactive version: theaggregate.ai/benchmark?slug=kmmau-word-order · How It Works · Data refreshed daily, snapshot 2026-11-12.