LaViSA - Verb Phrase Attachment: leaderboard

Metric: Per-trial accuracy (%) on the verb phrase attachment 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 50; higher is better. Source: arxiv.org. Saturation forecast: Estimated already saturated. 13 models tracked.

Top models

#ModelScore
1Gemini 3.1 Pro (Preview)97
2GPT-5.295
3Gemini 3.1 Flash Lite93.5
4Qwen 3 VL 32B (Thinking)92.5
5Qwen 3 VL 32B Instruct86
6Qwen 3 VL 8B (Thinking)86
7Qwen 3 VL 4B Instruct82.5
8Qwen 3 VL 4B (Thinking)79
9Qwen 3 VL 8B Instruct71
10Gemma 3 12B (IT)67.5
11Gemma 3 27B (IT)65
12Gemma 3 4B (IT)52.5

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