LaViSA - Conjunction Scope: leaderboard

Metric: Per-trial accuracy (%) on the conjunction scope category; task: pick which disambiguated reading of a structurally ambiguous sentence a generated image depicts (2 or 3 readings per sentence, 100 sentences per category); chance 33.3; higher is better. Source: arxiv.org. Saturation forecast: Around December 2026. 13 models tracked.

Top models

#ModelScore
1Gemini 3.1 Pro (Preview)85
2Qwen 3 VL 32B Instruct78.3
3Gemini 3.1 Flash Lite76.3
4Qwen 3 VL 4B Instruct73.7
5GPT-5.273
6Gemma 3 27B (IT)67.3
7Qwen 3 VL 32B (Thinking)62.3
8Gemma 3 12B (IT)59.7
9Qwen 3 VL 8B Instruct51.7
10Qwen 3 VL 8B (Thinking)46.3
11Qwen 3 VL 4B (Thinking)43.3
12Gemma 3 4B (IT)38

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