AVI-Bench - Perception: leaderboard
Metric: Stage score (%) for the perception stage: mean of the audio and visual multi-instance classification, audio-visual localization and audio-visual matching scores, 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
| # | Model | Score |
|---|---|---|
| 1 | Gemini 2.5 Pro (Preview 05-06) | 54.58 |
| 2 | Gemini 2.5 Flash (Preview 04-17) | 45.97 |
| 3 | Gemini 2.0 Flash | 44.27 |
| 4 | Qwen2.5-Omni-7B | 42.81 |
| 5 | Gemini 1.5 Pro | 41.69 |
| 6 | Gemini 1.5 Flash | 37.02 |
| 7 | Phi-4 Multimodal Instruct | 27.39 |
Interactive version: theaggregate.ai/benchmark?slug=avi-bench-perception · How It Works · Data refreshed daily, snapshot 2026-09-29.