AVI-Bench - Audio-Visual Sensation QA: leaderboard

Metric: Task score (%) on primitive audio-visual sensation (388 multiple-choice items on unfamiliar, low-semantic clips): accuracy under double confirmation, on AVI-Bench (5,864 audio-visual items in 14 tasks over four cognitive stages), zero-shot with the same prompts for every omni-modal model; task scores normalized to percentages; higher is better. Source: arxiv.org. Saturation forecast: Estimated already saturated. 26 models tracked.

Top models

#ModelScore
1Gemini 2.0 Flash26.8
2Gemini 2.5 Flash (Preview 04-17)24.74
3Gemini 1.5 Pro23.71
4Qwen2.5-Omni-7B21.13
5Gemini 1.5 Flash17.01
6Gemini 2.5 Pro (Preview 05-06)16.5
7Phi-4 Multimodal Instruct0.52

Interactive version: theaggregate.ai/benchmark?slug=avi-bench-audio-visual-sensation-qa · How It Works · Data refreshed daily, snapshot 2026-09-29.