GlobeAudio - Singlish: leaderboard

Metric: Singlish (503 questions) accuracy (%) on GlobeAudio's naturalistic-audio multiple-choice questions written by native speakers; audio fed to the model directly, source-language prompts, predicted option label against the key. Source: arxiv.org. Saturation forecast: Around December 2026. 10 models tracked.

Top models

#ModelScore
1Gemini 3.1 Pro (Preview)90.06
2GPT-4o Audio76.74
3MiMo-V2.575.94
4Voxtral-Small-24B-250775.35
5Gemini 2.0 Flash74.75
6MERaLiON-2-10B69.38
7Gemma 3n E4B (IT)65.61
8Qwen2-Audio-7B-Instruct54.67

Interactive version: theaggregate.ai/benchmark?slug=globeaudio-singlish · How It Works · Data refreshed daily, snapshot 2026-09-29.