GlobeAudio - Singlish: leaderboard

The Singlish portion of GlobeAudio (2026), a benchmark of multiple-choice questions written by native speakers about naturally occurring audio: accuracy in percent with the audio fed to the model directly. Higher is better.

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 February 2027. 10 models tracked.

Top models

#ModelScoreOverall rank
1Gemini 3.1 Pro (Preview)90.06#94
2MiMo-V2.575.94#354
3Voxtral-Small-24B-250775.35#1291
4Gemini 2.0 Flash74.75#704
5MERaLiON-2-10B69.38#1640
6Gemma 3n E4B (IT)65.61#2210

No result here: #1 Claude Fable 5.2, #2 Gemini 4 Carbon, #5 Claude Opus 5.5.

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