KMMAU - Fact Extraction: leaderboard

A fact stated in the audio, 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 a fact stated in the audio; 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
1Fun-Audio-Chat91.9
2MiniCPM-o 4.588.9
3Raon-Speech86.9
4Qwen2.5-Omni81.8#1499
5Step-Audio-2-mini79.8
6Audio Flamingo 359.6
7HyperCLOVA X 8B Omni36.4
8InteractiveOmni33.3

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