LaViSA - Preposition Phrase Attachment: leaderboard
Metric: Per-trial accuracy (%) on the preposition 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
| # | Model | Score |
|---|---|---|
| 1 | Gemini 3.1 Flash Lite | 94.5 |
| 2 | Gemini 3.1 Pro (Preview) | 94 |
| 3 | GPT-5.2 | 94 |
| 4 | Qwen 3 VL 32B Instruct | 93.5 |
| 5 | Qwen 3 VL 4B Instruct | 88.5 |
| 6 | Qwen 3 VL 32B (Thinking) | 87.5 |
| 7 | Gemma 3 27B (IT) | 85 |
| 8 | Qwen 3 VL 8B (Thinking) | 83.5 |
| 9 | Qwen 3 VL 8B Instruct | 83 |
| 10 | Qwen 3 VL 4B (Thinking) | 81 |
| 11 | Gemma 3 12B (IT) | 78.5 |
| 12 | Gemma 3 4B (IT) | 60.5 |
Interactive version: theaggregate.ai/benchmark?slug=lavisa-preposition-phrase-attachment · How It Works · Data refreshed daily, snapshot 2026-09-29.