Codesota · Benchmark · VoiceBenchHome/Leaderboards/VoiceBench
NUS, Alibaba, Tsinghua

VoiceBench.

VoiceBench is a multi-facet evaluation suite for LLM-based voice assistants, covering general knowledge, instruction following, safety refusal, and robustness to speaker accents and background noise across diverse speech inputs.

Paper ↗Leaderboard ↓
§ 01 · Leaderboard

Results by metric.

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Overall Score

Overall Score is the reported evaluation metric for VoiceBench. Codesota tracks published model scores on this metric so readers can compare state-of-the-art results across sources and model families.

Higher is better

Trust tiers for Overall Scoreverifiedpapervendorcommunityunverified

Muted rows were not state of the art when published — an earlier or same-year result already scored better.

RankModelTrustScoreYearLinksFix
01Ultravox-GLM-4P7
Fetched from CodeSOTA API on 2026-04-20
verified88.862026Source ↗Looks wrong?
02Whisper-v3-large + GPT-4o (cascade)
Fetched from CodeSOTA API on 2026-04-20
verified87.82026Source ↗Looks wrong?
03GPT-4o-Audio
Fetched from CodeSOTA API on 2026-04-20
verified86.752026Source ↗Looks wrong?
04Whisper-v3-large + LLaMA-3.1-8B (cascade)
Fetched from CodeSOTA API on 2026-04-20
verified77.482026Source ↗Looks wrong?
05Kimi-Audio
Fetched from CodeSOTA API on 2026-04-20
verified76.912026Source ↗Looks wrong?
06MiniCPM-o
Fetched from CodeSOTA API on 2026-04-20
verified71.232026Source ↗Looks wrong?
07VITA-1.5
Fetched from CodeSOTA API on 2026-04-20
verified64.532026Source ↗Looks wrong?
08Qwen2-Audio
Fetched from CodeSOTA API on 2026-04-20
verified55.82026Source ↗Looks wrong?
09LLaMA-Omni
Fetched from CodeSOTA API on 2026-04-20
verified41.122026Source ↗Looks wrong?
10VITA-1.0
Fetched from CodeSOTA API on 2026-04-20
verified36.432026Source ↗Looks wrong?
11Mini-Omni2
Fetched from CodeSOTA API on 2026-04-20
verified33.492026Source ↗Looks wrong?
12Mini-Omni
Fetched from CodeSOTA API on 2026-04-20
verified30.422026Source ↗Looks wrong?
13Moshi
Fetched from CodeSOTA API on 2026-04-20
verified29.512026Source ↗Looks wrong?
§ 04 · Submit a result

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